=Paper=
{{Paper
|id=Vol-1172/CLEF2006wn-Robust-Appendix_B
|storemode=property
|title=None
|pdfUrl=https://ceur-ws.org/Vol-1172/CLEF2006wn-Robust-Appendix_B.pdf
|volume=Vol-1172
}}
==None==
Appendix B Results of the Core Tracks Ad-hoc Robust Tasks Prepared by: Giorgio Maria Di Nunzio and Nicola Ferro {dinunzio, ferro}@dei.unipd.it Department of Information Engineering University of Padua Italy 1 2 Introduction 3 4 Results for CLEF 2006 Ad-Hoc Robust Tracks The following pages contain the results and graphs for all the experiments that have been officially submitted to the CLEF 2006 campaign for the Ad-Hoc Robust track. This document is divided in three main parts: 1. List of submitted experiments 2. Track overview results and graphs 3. Individual experiment results and graphs 1. List of Submitted Experiments This section gives a listing of all experiments and their characteristics: Participant: the name of the participant who submitted the experiment. Country: country of the participant. Identifier: unique identifier for each experiment. Task: track/task to which the experiment belongs. Topic language: language of the topics used to create the experiment (ISO identifiers for language). Topic fields: identifies the parts of the topics used to create the experiment (T = title, D = Description, N = Narrative). Query constr.: identifies how the query has been constructed from topic fields (manual/automatic). Pool: specifies if experiment was used for relevance assessment pooling. 2. Track Overview Results and Graphs For each track/task graphs and tables are shown in order to compare the experiments. The graphs and tables contain the following information: - Mandatory experiments title + description (TD) of at most top five participants - Interpolated recall vs precision averages plot - Average precision comparison to median plot - All experiments - Average precision box plot - Average precision Tukey t-test plot - Mandatory experiments title + description (TD) of at most top five participants - Document cutoff levels (DCL) vs precision at DCL plot - R-Precision comparison to median plot - All experiments - R-Precision box plot - R-Precision Tukey t-test plot - A table with descriptive statistics of performance figures for each topic 3. Individual Experiment Results and Graphs This section provides the individual results for each official experiment. For each experiment the following tables and graphs are shown: - Overall statistics and information - Interpolated recall vs precision averages plot - Average precision statistics and box plot - Average precision comparison to median plot - Document cutoff levels vs precision at DCL plot - R-Precision statistics and box plot - R-Precision comparison to median plot 5 6 List of Submitted Experiments 7 8 Participant Country Experiment ID Task Topic Topic Query Pool Lang. Fields Construction colesir Spain CoLesIRdeTst AH-ROBUST-MONO-DE-CLEF2006 de TD AUTOMATIC no daedalus Spain deFSdeR2S AH-ROBUST-MONO-DE-CLEF2006 de TD AUTOMATIC no daedalus Spain deFSdeR3S AH-ROBUST-MONO-DE-CLEF2006 de TDN AUTOMATIC no daedalus Spain dex021deRFW3FS3 AH-ROBUST-MONO-DE-CLEF2006 de TDN AUTOMATIC no daedalus Spain dex011deRFW3FS3 AH-ROBUST-MONO-DE-CLEF2006 de TDN AUTOMATIC no hummingbird Canada humDE06Rtde AH-ROBUST-MONO-DE-CLEF2006 de TD AUTOMATIC no hummingbird Canada humDE06Rtd AH-ROBUST-MONO-DE-CLEF2006 de TD AUTOMATIC no colesir Spain CoLesIRenTst AH-ROBUST-MONO-EN-CLEF2006 en TD AUTOMATIC no daedalus Spain enFSenR2S AH-ROBUST-MONO-EN-CLEF2006 en TD AUTOMATIC no daedalus Spain enFSenR3S AH-ROBUST-MONO-EN-CLEF2006 en TDN AUTOMATIC no daedalus Spain enFSenR5S AH-ROBUST-MONO-EN-CLEF2006 en TDN AUTOMATIC no daedalus Spain enyenRFS3456 AH-ROBUST-MONO-EN-CLEF2006 en TDN AUTOMATIC no dcu Ireland dcunarreng1005 AH-ROBUST-MONO-EN-CLEF2006 en TDN AUTOMATIC no dcu Ireland dcudesceng12075 AH-ROBUST-MONO-EN-CLEF2006 en TD AUTOMATIC no hildesheim Germany uhienmo2 AH-ROBUST-MONO-EN-CLEF2006 en TD AUTOMATIC no hildesheim Germany uhienmo1 AH-ROBUST-MONO-EN-CLEF2006 en TD AUTOMATIC no hummingbird Canada humEN06Rtd AH-ROBUST-MONO-EN-CLEF2006 en TD AUTOMATIC no hummingbird Canada humEN06Rtde AH-ROBUST-MONO-EN-CLEF2006 en TD AUTOMATIC no reina Spain reinaENttest AH-ROBUST-MONO-EN-CLEF2006 en T AUTOMATIC no reina Spain reinaENtdtest AH-ROBUST-MONO-EN-CLEF2006 en TD AUTOMATIC no colesir Spain CoLesIResTst AH-ROBUST-MONO-ES-CLEF2006 es TD AUTOMATIC no daedalus Spain esx011esRFW3FS3 AH-ROBUST-MONO-ES-CLEF2006 es TDN AUTOMATIC no daedalus Spain esFSesR2S AH-ROBUST-MONO-ES-CLEF2006 es TD AUTOMATIC no daedalus Spain esx021esRFW3FS3 AH-ROBUST-MONO-ES-CLEF2006 es TDN AUTOMATIC no daedalus Spain esFSesR3S AH-ROBUST-MONO-ES-CLEF2006 es TDN AUTOMATIC no dcu Ireland dcu1500narrsp1005.qy1 AH-ROBUST-MONO-ES-CLEF2006 es TDN AUTOMATIC no dcu Ireland dcudescsp12075 AH-ROBUST-MONO-ES-CLEF2006 es TD AUTOMATIC no hummingbird Canada humES06Rtde AH-ROBUST-MONO-ES-CLEF2006 es TD AUTOMATIC no hummingbird Canada humES06Rtd AH-ROBUST-MONO-ES-CLEF2006 es TD AUTOMATIC no reina Spain reinaEStdtest AH-ROBUST-MONO-ES-CLEF2006 es TD AUTOMATIC no reina Spain reinaESttest AH-ROBUST-MONO-ES-CLEF2006 es T AUTOMATIC no colesir Spain CoLesIRfrTst AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no daedalus Spain frFSfrR2S AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no daedalus Spain fryfrRFS3456 AH-ROBUST-MONO-FR-CLEF2006 fr TDN AUTOMATIC no daedalus Spain frx011frRFW3FS3 AH-ROBUST-MONO-FR-CLEF2006 fr TDN AUTOMATIC no daedalus Spain frFSfrR3S AH-ROBUST-MONO-FR-CLEF2006 fr TDN AUTOMATIC no dcu Ireland dcudescfr12075 AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no dcu Ireland dcudescfr12075 AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no dcu Ireland dcunarrfr1005 AH-ROBUST-MONO-FR-CLEF2006 fr TDN AUTOMATIC no hildesheim Germany uhifrmo2 AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no hildesheim Germany uhifrmo1 AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no hildesheim Germany uhifrmo1 AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no hummingbird Canada humFR06Rtde AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no hummingbird Canada humFR06Rtd AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no reina Spain reinaFRtdtest AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no reina Spain reinaFRttest AH-ROBUST-MONO-FR-CLEF2006 fr T AUTOMATIC no unine Switzerland UniNEfrr1 AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no unine Switzerland UniNEfrr3 AH-ROBUST-MONO-FR-CLEF2006 fr TD AUTOMATIC no unine Switzerland UniNEfrr2 AH-ROBUST-MONO-FR-CLEF2006 fr T AUTOMATIC no colesir Spain CoLesIRitTst AH-ROBUST-MONO-IT-CLEF2006 it TD AUTOMATIC no daedalus Spain itFSitR4S AH-ROBUST-MONO-IT-CLEF2006 it TDN AUTOMATIC no daedalus Spain ityitRFS3456 AH-ROBUST-MONO-IT-CLEF2006 it TDN AUTOMATIC no daedalus Spain itFSitR2S AH-ROBUST-MONO-IT-CLEF2006 it TD AUTOMATIC no daedalus Spain itFSitR6S AH-ROBUST-MONO-IT-CLEF2006 it TDN AUTOMATIC no dcu Ireland dcu1500narrit1005.qy1 AH-ROBUST-MONO-IT-CLEF2006 it TDN AUTOMATIC no dcu Ireland dcudescit1005 AH-ROBUST-MONO-IT-CLEF2006 it TD AUTOMATIC no 9 Participant Country Experiment ID Task Topic Topic Query Pool Lang. Fields Construction hummingbird Canada humIT06Rtd AH-ROBUST-MONO-IT-CLEF2006 it TD AUTOMATIC no hummingbird Canada humIT06Rtde AH-ROBUST-MONO-IT-CLEF2006 it TD AUTOMATIC no reina Spain reinaITttest AH-ROBUST-MONO-IT-CLEF2006 it T AUTOMATIC no reina Spain reinaITtdtest AH-ROBUST-MONO-IT-CLEF2006 it TD AUTOMATIC no colesir Spain CoLesIRnlTst AH-ROBUST-MONO-NL-CLEF2006 nl TD AUTOMATIC no daedalus Spain nlFSnlR4S AH-ROBUST-MONO-NL-CLEF2006 nl TDN AUTOMATIC no daedalus Spain nlynlRFS3456 AH-ROBUST-MONO-NL-CLEF2006 nl TDN AUTOMATIC no daedalus Spain nlx011nlRFW4FS4 AH-ROBUST-MONO-NL-CLEF2006 nl TDN AUTOMATIC no daedalus Spain nlFSnlR2S AH-ROBUST-MONO-NL-CLEF2006 nl TD AUTOMATIC no hummingbird Canada humNL06Rtde AH-ROBUST-MONO-NL-CLEF2006 nl TD AUTOMATIC no hummingbird Canada humNL06Rtd AH-ROBUST-MONO-NL-CLEF2006 nl TD AUTOMATIC no colesir Spain CoLesIRmultTst AH-ROBUST-MULTI-CLEF2006 en TD AUTOMATIC no daedalus Spain ml4XRSFSen4S AH-ROBUST-MULTI-CLEF2006 en TDN AUTOMATIC no daedalus Spain ml5XRSFSen4S AH-ROBUST-MULTI-CLEF2006 en TDN AUTOMATIC no daedalus Spain ml6XRSFSen4S AH-ROBUST-MULTI-CLEF2006 en TDN AUTOMATIC no daedalus Spain mlRSFSen2S AH-ROBUST-MULTI-CLEF2006 en TD AUTOMATIC no jaen Spain ujamlblr AH-ROBUST-MULTI-CLEF2006 en TD AUTOMATIC no jaen Spain ujamlrsv2 AH-ROBUST-MULTI-CLEF2006 en TD AUTOMATIC no jaen Spain ujamllr AH-ROBUST-MULTI-CLEF2006 en TD AUTOMATIC no reina Spain reinaES2mtdtest AH-ROBUST-MULTI-CLEF2006 es TD AUTOMATIC no reina Spain reinaES2mttest AH-ROBUST-MULTI-CLEF2006 es T AUTOMATIC no colesir Spain CoLesIRendeTst AH-ROBUST-BILI-X2DE-CLEF2006 en TD AUTOMATIC no daedalus Spain deFSdeRSen2S AH-ROBUST-BILI-X2DE-CLEF2006 en TD AUTOMATIC no daedalus Spain deFSdeRSen4S AH-ROBUST-BILI-X2DE-CLEF2006 en TDN AUTOMATIC no daedalus Spain deFSdeRSen3S AH-ROBUST-BILI-X2DE-CLEF2006 en TDN AUTOMATIC no daedalus Spain deydeRSenFS3456 AH-ROBUST-BILI-X2DE-CLEF2006 en TDN AUTOMATIC no daedalus Spain esx011esRLitFW3FS3 AH-ROBUST-BILI-X2ES-CLEF2006 it TDN AUTOMATIC no daedalus Spain esFSesRLit2S AH-ROBUST-BILI-X2ES-CLEF2006 it TD AUTOMATIC no daedalus Spain esFSesRLit3S AH-ROBUST-BILI-X2ES-CLEF2006 it TDN AUTOMATIC no daedalus Spain esx021esRLitFW3FS3 AH-ROBUST-BILI-X2ES-CLEF2006 it TDN AUTOMATIC no dcu Ireland dcuitqynarrsp1005 AH-ROBUST-BILI-X2ES-CLEF2006 it TDN AUTOMATIC no dcu Ireland dcuitqydescsp12075 AH-ROBUST-BILI-X2ES-CLEF2006 it TD AUTOMATIC no reina Spain reinaIT2EStdtest AH-ROBUST-BILI-X2ES-CLEF2006 it TD AUTOMATIC no reina Spain reinaIT2ESttest AH-ROBUST-BILI-X2ES-CLEF2006 it T AUTOMATIC no daedalus Spain nlFSnlRLfr2S AH-ROBUST-BILI-X2NL-CLEF2006 fr TD AUTOMATIC no daedalus Spain nlFSnlRLfr6S AH-ROBUST-BILI-X2NL-CLEF2006 fr TDN AUTOMATIC no daedalus Spain nlx021nlRLfrFW4FS6 AH-ROBUST-BILI-X2NL-CLEF2006 fr TDN AUTOMATIC no daedalus Spain nlx011nlRLfrFW4FS6 AH-ROBUST-BILI-X2NL-CLEF2006 fr TDN AUTOMATIC no 10 Track Overview Results and Graphs 11 12 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-DE-CLEF2006 Ad−Hoc Robust Monolingual German track Top 5 Participants − Interpolated Recall vs Average Precision 100% hummingbird [humDE06Rtde; MAP 48.30%; Not Pooled] colesir [CoLesIRdeTst; MAP 37.21%; Not Pooled] 90% daedalus [deFSdeR2S; MAP 34.06%; Not Pooled] 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Monolingual German track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041to 085) 1 hummingbird [humDE06Rtde; MAP 48.30%; Not Pooled] colesir [CoLesIRdeTst; MAP 37.21%; Not Pooled] 0.5 daedalus [deFSdeR2S; MAP 34.06%; Not Pooled] Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual German track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086to 130) 1 hummingbird [humDE06Rtde; MAP 48.30%; Not Pooled] colesir [CoLesIRdeTst; MAP 37.21%; Not Pooled] 0.5 daedalus [deFSdeR2S; MAP 34.06%; Not Pooled] Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual German track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131to 165) 1 hummingbird [humDE06Rtde; MAP 48.30%; Not Pooled] colesir [CoLesIRdeTst; MAP 37.21%; Not Pooled] 0.5 daedalus [deFSdeR2S; MAP 34.06%; Not Pooled] Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual German track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166to 200) 1 hummingbird [humDE06Rtde; MAP 48.30%; Not Pooled] colesir [CoLesIRdeTst; MAP 37.21%; Not Pooled] 0.5 daedalus [deFSdeR2S; MAP 34.06%; Not Pooled] Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 13 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-DE-CLEF2006 Ad−Hoc Robust Monolingual German track − Box Plot of the Topics humDE06Rtde [MAP 48.30%; Not Pooled] humDE06Rtd [MAP 42.45%; Not Pooled] dex011deRFW3FS3 [MAP 38.63%; Not Pooled] Experiments dex021deRFW3FS3 [MAP 38.31%; Not Pooled] deFSdeR3S [MAP 38.03%; Not Pooled] CoLesIRdeTst [MAP 37.21%; Not Pooled] deFSdeR2S [MAP 34.06%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 14 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-DE-CLEF2006 Ad−Hoc Robust Monolingual German track − Tukey T test with "top group" highlighted humDE06Rtde humDE06Rtd dex011deRFW3FS3 Experiments dex021deRFW3FS3 deFSdeR3S CoLesIRdeTst deFSdeR2S 0.55 0.6 0.65 0.7 0.75 0.8 arcsin(sqrt(Mean average precision)) 15 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-DE-CLEF2006 Ad−Hoc Robust Monolingual German track Top 5 Participants − Retrieved documents vs Precision 100% hummingbird [humDE06Rtde; R−Prec 46.34%; Not Pooled] colesir [CoLesIRdeTst; R−Prec 36.49%; Not Pooled] 90% daedalus [deFSdeR2S; R−Prec 34.80%; Not Pooled] 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Monolingual German track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 hummingbird [humDE06Rtde; R−Prec 46.34%; Not Pooled] colesir [CoLesIRdeTst; R−Prec 36.49%; Not Pooled] 0.5 daedalus [deFSdeR2S; R−Prec 34.80%; Not Pooled] Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual German track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 hummingbird [humDE06Rtde; R−Prec 46.34%; Not Pooled] colesir [CoLesIRdeTst; R−Prec 36.49%; Not Pooled] 0.5 daedalus [deFSdeR2S; R−Prec 34.80%; Not Pooled] Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual German track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 hummingbird [humDE06Rtde; R−Prec 46.34%; Not Pooled] colesir [CoLesIRdeTst; R−Prec 36.49%; Not Pooled] 0.5 daedalus [deFSdeR2S; R−Prec 34.80%; Not Pooled] Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual German track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 hummingbird [humDE06Rtde; R−Prec 46.34%; Not Pooled] colesir [CoLesIRdeTst; R−Prec 36.49%; Not Pooled] 0.5 daedalus [deFSdeR2S; R−Prec 34.80%; Not Pooled] Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 16 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-DE-CLEF2006 Ad−Hoc Robust Monolingual German track − Box Plot of the Topics humDE06Rtde [R−Prec 46.34%; Not Pooled] humDE06Rtd [R−Prec 41.68%; Not Pooled] dex011deRFW3FS3 [R−Prec 38.76%; Not Pooled] Experiments dex021deRFW3FS3 [R−Prec 38.15%; Not Pooled] deFSdeR3S [R−Prec 37.76%; Not Pooled] CoLesIRdeTst [R−Prec 36.49%; Not Pooled] deFSdeR2S [R−Prec 34.80%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 17 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-DE-CLEF2006 Ad−Hoc Robust Monolingual German track − Tukey T test with "top group" highlighted humDE06Rtde humDE06Rtd dex011deRFW3FS3 Experiments dex021deRFW3FS3 deFSdeR3S CoLesIRdeTst deFSdeR2S 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 0.9 arcsin(sqrt(R Precision)) 18 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-DE-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.6119 0.6119 0.6392 0.7928 0.8497 0.6971 0.1026 0.5000 0.5000 0.5714 0.7321 0.7500 0.6071 0.1166 042 0.7170 0.7170 0.7248 0.7355 0.7423 0.7262 0.0105 0.6792 0.6804 0.6934 0.6934 0.6934 0.6880 0.0069 043 0.0239 0.0368 0.0368 0.3310 0.4167 0.1488 0.1836 0.0000 0.0000 0.0000 0.0000 0.5000 0.0714 0.1890 044 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 045 0.5134 0.5497 0.6660 0.6756 0.6756 0.6179 0.0716 0.5377 0.5684 0.6226 0.6415 0.6415 0.6038 0.0432 046 0.0492 0.0520 0.0866 0.1383 0.1383 0.0940 0.0432 0.0000 0.0000 0.0000 0.2000 0.2000 0.0857 0.1069 047 0.0674 0.1205 0.1277 0.1342 0.1589 0.1234 0.0278 0.0417 0.1094 0.1250 0.1875 0.1875 0.1369 0.0549 048 0.0805 0.1093 0.1093 0.1895 0.2142 0.1374 0.0529 0.1455 0.1818 0.1818 0.2318 0.2909 0.2052 0.0478 049 0.1405 0.1567 0.1936 0.2371 0.2912 0.2014 0.0534 0.1111 0.1111 0.1667 0.2083 0.2222 0.1587 0.0500 060 0.1931 0.1989 0.2204 0.3034 0.3471 0.2537 0.0625 0.2807 0.2807 0.2982 0.4254 0.5439 0.3584 0.1027 061 0.0385 0.0385 0.0455 0.3483 0.4612 0.1760 0.1841 0.0233 0.0233 0.0233 0.4477 0.5814 0.2126 0.2477 062 0.4278 0.4718 0.5187 0.5522 0.5621 0.5068 0.0495 0.3333 0.4444 0.4444 0.6667 0.6667 0.5238 0.1393 063 0.4154 0.4729 0.5422 0.6704 0.7915 0.5709 0.1355 0.3421 0.4934 0.5526 0.5921 0.6842 0.5376 0.1073 064 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 065 0.0553 0.0719 0.1086 0.1193 0.1327 0.0990 0.0292 0.1538 0.1692 0.2000 0.2154 0.2154 0.1912 0.0264 066 0.7684 0.7736 0.7736 0.8336 0.8415 0.7984 0.0333 0.6667 0.6667 0.6863 0.7010 0.7059 0.6835 0.0176 067 0.1578 0.1630 0.2006 0.3604 0.6823 0.2858 0.1952 0.1800 0.2600 0.2600 0.3850 0.6600 0.3314 0.1616 068 0.1586 0.2085 0.2872 0.3144 0.3297 0.2605 0.0660 0.2045 0.3239 0.3864 0.3864 0.4091 0.3474 0.0703 069 0.0754 0.0754 0.0828 0.1257 0.1346 0.0983 0.0270 0.0000 0.0000 0.1429 0.2500 0.2857 0.1224 0.1285 080 0.0707 0.4341 0.4834 0.5020 0.5077 0.4213 0.1574 0.1167 0.4896 0.5500 0.5667 0.5667 0.4821 0.1645 081 0.3859 0.5184 0.5280 0.6194 0.6450 0.5481 0.0893 0.4200 0.4800 0.5800 0.5800 0.5800 0.5286 0.0672 082 0.3365 0.5521 0.5521 0.6782 0.8460 0.5946 0.1562 0.2963 0.5926 0.5926 0.7037 0.7778 0.6085 0.1555 083 0.1620 0.1784 0.1825 0.2081 0.2658 0.1955 0.0350 0.1111 0.1111 0.1111 0.3056 0.3333 0.1905 0.1057 084 0.0022 0.0022 0.1000 0.1661 0.2167 0.0874 0.0903 0.0000 0.0000 0.2000 0.2000 0.2000 0.1143 0.1069 085 0.0725 0.1645 0.2417 0.3969 0.3969 0.2635 0.1342 0.0405 0.2230 0.2703 0.3919 0.3919 0.2780 0.1293 086 0.3530 0.4205 0.4457 0.4811 0.4824 0.4423 0.0470 0.4414 0.4685 0.4685 0.4842 0.4865 0.4710 0.0154 087 0.2292 0.2872 0.3249 0.3451 0.3708 0.3154 0.0480 0.2353 0.3088 0.3529 0.3529 0.3529 0.3277 0.0463 088 0.5302 0.5869 0.6077 0.6110 0.6410 0.5981 0.0348 0.5517 0.5517 0.5517 0.5517 0.5690 0.5542 0.0065 089 0.5092 0.5134 0.5209 0.6142 0.6554 0.5552 0.0643 0.4966 0.5310 0.5310 0.6431 0.6759 0.5734 0.0705 090 0.1004 0.1147 0.1569 0.1786 0.2216 0.1539 0.0427 0.1250 0.1406 0.1875 0.1875 0.3125 0.1875 0.0625 091 0.1020 0.1133 0.1237 0.1919 0.3210 0.1597 0.0799 0.1562 0.1562 0.1562 0.1797 0.3750 0.1920 0.0815 092 0.1654 0.1729 0.1999 0.1999 0.2349 0.1935 0.0235 0.1765 0.1765 0.2353 0.2353 0.2941 0.2185 0.0445 093 0.7219 0.8344 0.8672 0.8949 0.8949 0.8493 0.0621 0.7222 0.7500 0.7500 0.7986 0.8056 0.7659 0.0315 094 0.7555 0.7648 0.7799 0.7854 0.7985 0.7770 0.0148 0.7188 0.7500 0.7500 0.8125 0.8125 0.7723 0.0392 095 0.0171 0.0421 0.1214 0.1214 0.1294 0.0876 0.0473 0.0455 0.0773 0.1455 0.1659 0.2455 0.1364 0.0688 096 0.1941 0.2067 0.2067 0.2330 0.3245 0.2279 0.0447 0.2222 0.2222 0.2593 0.2963 0.4444 0.2804 0.0796 097 0.3134 0.3628 0.5065 0.6579 0.6579 0.5164 0.1538 0.3333 0.3833 0.5333 0.5333 0.6000 0.4857 0.1069 098 0.3035 0.3688 0.3948 0.4263 0.4368 0.3881 0.0459 0.4400 0.4800 0.4800 0.5200 0.5200 0.4914 0.0302 099 0.1350 0.2300 0.2655 0.2751 0.5475 0.2819 0.1271 0.2584 0.2978 0.3820 0.3820 0.5393 0.3676 0.0912 110 0.4242 0.4564 0.4564 0.5131 0.5639 0.4822 0.0476 0.5417 0.5417 0.5417 0.5833 0.6250 0.5655 0.0328 111 0.0042 0.0077 0.0077 0.0499 0.1671 0.0390 0.0598 0.0000 0.0000 0.0000 0.0938 0.1250 0.0357 0.0610 112 0.7102 0.7602 0.7602 0.8229 0.8729 0.7845 0.0540 0.6429 0.7143 0.7143 0.7143 0.8571 0.7245 0.0643 113 0.0336 0.0337 0.0881 0.1278 0.1538 0.0821 0.0511 0.0800 0.0800 0.1200 0.1600 0.2400 0.1314 0.0598 114 0.0946 0.1393 0.2368 0.2521 0.2607 0.2006 0.0673 0.1071 0.1964 0.2500 0.2768 0.2857 0.2296 0.0647 115 0.1332 0.1434 0.1639 0.1916 0.2682 0.1765 0.0460 0.1667 0.2500 0.2500 0.2812 0.3750 0.2619 0.0623 116 0.4683 0.4848 0.5688 0.5783 0.5903 0.5364 0.0530 0.4516 0.4758 0.5484 0.5484 0.5806 0.5253 0.0517 117 0.1785 0.1839 0.1918 0.2237 0.4553 0.2314 0.1005 0.2222 0.2333 0.3111 0.3111 0.5333 0.3111 0.1058 118 0.0632 0.1875 0.2448 0.2646 0.2683 0.2114 0.0733 0.0000 0.2222 0.2222 0.4167 0.4444 0.2698 0.1553 119 0.6202 0.6206 0.6297 0.7161 0.7250 0.6619 0.0498 0.6667 0.6667 0.6771 0.7318 0.7396 0.6949 0.0339 130 0.5621 0.6112 0.7276 0.7843 0.7843 0.6952 0.0970 0.6000 0.6000 0.6667 0.6667 0.7333 0.6476 0.0504 19 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-DE-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.0047 0.0062 0.0093 0.0218 0.0283 0.0132 0.0098 0.0152 0.0303 0.0455 0.0606 0.0606 0.0433 0.0184 132 0.7359 0.7359 0.7907 0.7975 0.8465 0.7766 0.0425 0.6071 0.6071 0.7143 0.7411 0.7857 0.6837 0.0756 133 0.5730 0.5863 0.6338 0.6338 0.6563 0.6180 0.0318 0.5909 0.6227 0.6455 0.6455 0.6636 0.6351 0.0237 134 0.8452 0.8607 0.8839 0.9235 0.9571 0.8920 0.0411 0.7143 0.7143 0.7143 0.8214 0.8571 0.7551 0.0697 135 0.0630 0.1126 0.1161 0.3416 0.6049 0.2404 0.1959 0.1609 0.2184 0.2184 0.4167 0.5862 0.3136 0.1537 136 0.4581 0.4880 0.5118 0.5668 0.5959 0.5208 0.0509 0.4286 0.4286 0.4286 0.5357 0.5714 0.4694 0.0697 137 0.0000 0.0000 0.0000 0.0716 0.1429 0.0393 0.0557 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 138 0.4094 0.4668 0.6590 0.7109 0.7197 0.5944 0.1320 0.3548 0.4113 0.6452 0.7419 0.7419 0.5853 0.1731 139 0.0106 0.0106 0.0153 0.1305 0.1610 0.0625 0.0677 0.0357 0.0357 0.0357 0.1071 0.1071 0.0663 0.0382 140 0.0799 0.0832 0.1369 0.3537 0.4962 0.2181 0.1676 0.1852 0.1852 0.2716 0.4198 0.5679 0.3157 0.1498 141 0.7500 0.7500 0.7500 0.8520 0.9705 0.8097 0.0849 0.6250 0.7500 0.7500 0.7500 0.8750 0.7500 0.0722 142 0.3251 0.3398 0.3398 0.8916 0.8984 0.5750 0.2980 0.4000 0.4000 0.4000 0.8115 0.8462 0.5802 0.2252 143 0.5072 0.5608 0.5768 0.6218 0.6941 0.5931 0.0592 0.5873 0.5873 0.5873 0.5992 0.6667 0.6009 0.0296 144 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 145 0.0833 0.1812 0.3281 0.4349 0.7874 0.3472 0.2322 0.1000 0.2500 0.4000 0.4750 0.6000 0.3714 0.1704 146 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 147 0.0297 0.0308 0.0319 0.2085 0.3384 0.1106 0.1314 0.0345 0.0345 0.0690 0.2241 0.3793 0.1281 0.1404 148 0.0941 0.1141 0.1345 0.1416 0.1666 0.1303 0.0235 0.0833 0.1042 0.2500 0.2500 0.2500 0.1905 0.0793 149 0.5387 0.8176 0.8468 0.8648 0.9338 0.8131 0.1269 0.5000 0.7708 0.8333 0.8333 0.9167 0.7857 0.1349 160 0.1000 0.1571 0.2500 0.2500 0.2500 0.2061 0.0619 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 161 0.0068 0.0160 0.0714 0.8333 1.0000 0.3491 0.4589 0.0000 0.0000 0.0000 0.7500 1.0000 0.2857 0.4880 162 0.3220 0.5773 0.7497 0.8033 0.8921 0.6863 0.1971 0.4167 0.5833 0.7083 0.7708 0.7917 0.6667 0.1382 163 0.1284 0.5627 0.5864 0.6165 0.6920 0.5373 0.1856 0.1702 0.5106 0.5745 0.5904 0.6596 0.5198 0.1620 164 0.0706 0.0937 0.0973 0.2839 0.3965 0.1745 0.1327 0.1389 0.1389 0.1667 0.3333 0.4444 0.2262 0.1317 165 0.4091 0.4091 0.4483 0.4633 0.6500 0.4645 0.0855 0.2500 0.2500 0.2500 0.2500 0.5000 0.2857 0.0945 166 0.0130 0.0170 0.0170 0.0292 0.0476 0.0238 0.0121 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 167 0.5738 0.6266 0.6750 0.6821 0.8042 0.6711 0.0720 0.5000 0.5000 0.5000 0.5000 0.7500 0.5357 0.0945 168 0.0190 0.0238 0.0238 0.0654 0.1512 0.0518 0.0477 0.0000 0.0588 0.0588 0.1029 0.2353 0.0840 0.0748 169 0.0038 0.0628 0.1389 0.1632 0.1632 0.1085 0.0644 0.0000 0.1000 0.2000 0.2000 0.2000 0.1429 0.0787 170 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 171 0.0271 0.0596 0.0596 0.3628 0.5888 0.2135 0.2180 0.0000 0.0000 0.0000 0.3438 0.5000 0.1607 0.2130 172 0.0000 0.0000 0.0000 0.8333 1.0000 0.3333 0.4714 0.0000 0.0000 0.0000 0.7500 1.0000 0.2857 0.4880 173 0.9184 0.9672 0.9733 0.9790 0.9809 0.9665 0.0219 0.8000 0.8250 0.9000 0.9000 0.9000 0.8714 0.0488 174 0.2760 0.6322 0.6322 0.8692 0.8936 0.6846 0.2172 0.3056 0.6389 0.6389 0.7986 0.8333 0.6627 0.1789 175 0.5282 0.5282 0.6036 0.8001 0.8742 0.6610 0.1492 0.5455 0.5455 0.5455 0.6364 0.8182 0.6104 0.1012 176 0.9703 0.9753 0.9753 0.9820 0.9877 0.9777 0.0060 0.8919 0.9054 0.9054 0.9189 0.9324 0.9112 0.0132 177 0.0000 0.0000 0.0007 0.2074 0.2881 0.0905 0.1258 0.0000 0.0000 0.0000 0.2500 0.2857 0.1020 0.1359 178 0.1027 0.1027 0.2404 0.4007 0.4377 0.2513 0.1523 0.2381 0.2381 0.3810 0.4286 0.4286 0.3401 0.0969 179 0.5368 0.6265 0.6265 0.6762 0.8069 0.6501 0.0824 0.5306 0.5510 0.5510 0.6378 0.7551 0.5977 0.0805 190 0.0708 0.1284 0.5493 0.5726 0.5726 0.3739 0.2421 0.1754 0.2281 0.5614 0.5789 0.5789 0.4185 0.1955 191 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 192 0.3487 0.4851 0.4851 0.7007 0.8497 0.5676 0.1724 0.4615 0.5000 0.5000 0.6154 0.7308 0.5604 0.0964 193 0.5460 0.6167 0.6296 0.6346 0.6458 0.6185 0.0335 0.5294 0.5368 0.5588 0.5809 0.6176 0.5630 0.0314 194 0.8333 0.8333 0.8333 1.0000 1.0000 0.9048 0.0891 0.5000 0.5000 0.5000 1.0000 1.0000 0.7143 0.2673 195 0.2174 0.2351 0.2467 0.4384 0.5345 0.3322 0.1288 0.2414 0.2414 0.2759 0.4569 0.5862 0.3498 0.1385 196 0.8733 0.9479 0.9583 0.9583 0.9762 0.9468 0.0337 0.8333 0.8333 0.8333 0.8333 0.8333 0.8333 0.0000 197 0.5766 0.5793 0.5856 0.6534 0.7321 0.6228 0.0586 0.5820 0.5820 0.5820 0.6373 0.6885 0.6101 0.0423 198 0.1028 0.1091 0.1195 0.1378 0.1429 0.1228 0.0157 0.0833 0.1667 0.1667 0.1667 0.1667 0.1548 0.0315 199 0.7229 0.7400 0.7831 0.7831 0.8227 0.7713 0.0349 0.7083 0.7344 0.7500 0.7500 0.7917 0.7470 0.0253 200 0.1002 0.2354 0.2405 0.3256 0.6916 0.3003 0.1874 0.1061 0.3068 0.3182 0.3864 0.5909 0.3377 0.1445 ALL 0.3406 0.3742 0.3831 0.4149 0.4830 0.3957 0.0457 0.3480 0.3680 0.3815 0.4095 0.4634 0.3914 0.0381 20 21 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-EN-CLEF2006 Ad−Hoc Robust Monolingual English track Top 5 Participants − Interpolated Recall vs Average Precision 100% hummingbird [humEN06Rtde; MAP 47.63%; Not Pooled] reina [reinaENtdtest; MAP 43.66%; Not Pooled] 90% dcu [dcudesceng12075; MAP 43.48%; Not Pooled] daedalus [enFSenR2S; MAP 39.69%; Not Pooled] colesir [CoLesIRenTst; MAP 37.64%; Not Pooled] 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Monolingual English track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041to 085) 1 hummingbird [humEN06Rtde; MAP 47.63%; Not Pooled] reina [reinaENtdtest; MAP 43.66%; Not Pooled] 0.5 dcu [dcudesceng12075; MAP 43.48%; Not Pooled] Difference daedalus [enFSenR2S; MAP 39.69%; Not Pooled] 0 colesir [CoLesIRenTst; MAP 37.64%; Not Pooled] −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual English track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086to 130) 1 hummingbird [humEN06Rtde; MAP 47.63%; Not Pooled] reina [reinaENtdtest; MAP 43.66%; Not Pooled] 0.5 dcu [dcudesceng12075; MAP 43.48%; Not Pooled] Difference daedalus [enFSenR2S; MAP 39.69%; Not Pooled] 0 colesir [CoLesIRenTst; MAP 37.64%; Not Pooled] −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual English track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131to 165) 1 hummingbird [humEN06Rtde; MAP 47.63%; Not Pooled] reina [reinaENtdtest; MAP 43.66%; Not Pooled] 0.5 dcu [dcudesceng12075; MAP 43.48%; Not Pooled] Difference daedalus [enFSenR2S; MAP 39.69%; Not Pooled] 0 colesir [CoLesIRenTst; MAP 37.64%; Not Pooled] −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual English track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166to 200) 1 hummingbird [humEN06Rtde; MAP 47.63%; Not Pooled] reina [reinaENtdtest; MAP 43.66%; Not Pooled] 0.5 dcu [dcudesceng12075; MAP 43.48%; Not Pooled] Difference daedalus [enFSenR2S; MAP 39.69%; Not Pooled] 0 colesir [CoLesIRenTst; MAP 37.64%; Not Pooled] −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 22 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-EN-CLEF2006 Ad−Hoc Robust Monolingual English track − Box Plot of the Topics dcunarreng1005 [MAP 49.12%; Not Pooled] humEN06Rtde [MAP 47.63%; Not Pooled] reinaENtdtest [MAP 43.66%; Not Pooled] dcudesceng12075 [MAP 43.48%; Not Pooled] enyenRFS3456 [MAP 43.38%; Not Pooled] enFSenR5S [MAP 43.02%; Not Pooled] Experiments enFSenR3S [MAP 42.89%; Not Pooled] humEN06Rtd [MAP 42.80%; Not Pooled] reinaENttest [MAP 40.66%; Not Pooled] enFSenR2S [MAP 39.69%; Not Pooled] CoLesIRenTst [MAP 37.64%; Not Pooled] uhienmo1 [MAP 7.98%; Not Pooled] uhienmo2 [MAP 7.12%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 23 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-EN-CLEF2006 Ad−Hoc Robust Monolingual English track − Tukey T test with "top group" highlighted dcunarreng1005 humEN06Rtde reinaENtdtest dcudesceng12075 humEN06Rtd enyenRFS3456 Experiments enFSenR3S enFSenR5S reinaENttest enFSenR2S CoLesIRenTst uhienmo1 uhienmo2 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 arcsin(sqrt(Mean average precision)) 24 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-EN-CLEF2006 Ad−Hoc Robust Monolingual English track Top 5 Participants − Retrieved documents vs Precision 100% hummingbird [humEN06Rtde; R−Prec 44.80%; Not Pooled] reina [reinaENtdtest; R−Prec 40.74%; Not Pooled] 90% dcu [dcudesceng12075; R−Prec 40.51%; Not Pooled] daedalus [enFSenR2S; R−Prec 36.69%; Not Pooled] colesir [CoLesIRenTst; R−Prec 36.21%; Not Pooled] 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Monolingual English track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 hummingbird [humEN06Rtde; R−Prec 44.80%; Not Pooled] reina [reinaENtdtest; R−Prec 40.74%; Not Pooled] 0.5 dcu [dcudesceng12075; R−Prec 40.51%; Not Pooled] Difference daedalus [enFSenR2S; R−Prec 36.69%; Not Pooled] 0 colesir [CoLesIRenTst; R−Prec 36.21%; Not Pooled] −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual English track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 hummingbird [humEN06Rtde; R−Prec 44.80%; Not Pooled] reina [reinaENtdtest; R−Prec 40.74%; Not Pooled] 0.5 dcu [dcudesceng12075; R−Prec 40.51%; Not Pooled] Difference daedalus [enFSenR2S; R−Prec 36.69%; Not Pooled] 0 colesir [CoLesIRenTst; R−Prec 36.21%; Not Pooled] −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual English track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 hummingbird [humEN06Rtde; R−Prec 44.80%; Not Pooled] reina [reinaENtdtest; R−Prec 40.74%; Not Pooled] 0.5 dcu [dcudesceng12075; R−Prec 40.51%; Not Pooled] Difference daedalus [enFSenR2S; R−Prec 36.69%; Not Pooled] 0 colesir [CoLesIRenTst; R−Prec 36.21%; Not Pooled] −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual English track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 hummingbird [humEN06Rtde; R−Prec 44.80%; Not Pooled] reina [reinaENtdtest; R−Prec 40.74%; Not Pooled] 0.5 dcu [dcudesceng12075; R−Prec 40.51%; Not Pooled] Difference daedalus [enFSenR2S; R−Prec 36.69%; Not Pooled] 0 colesir [CoLesIRenTst; R−Prec 36.21%; Not Pooled] −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 25 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-EN-CLEF2006 Ad−Hoc Robust Monolingual English track − Box Plot of the Topics dcunarreng1005 [R−Prec 45.72%; Not Pooled] humEN06Rtde [R−Prec 44.80%; Not Pooled] reinaENtdtest [R−Prec 40.74%; Not Pooled] dcudesceng12075 [R−Prec 40.51%; Not Pooled] enyenRFS3456 [R−Prec 40.19%; Not Pooled] enFSenR5S [R−Prec 40.01%; Not Pooled] Experiments humEN06Rtd [R−Prec 39.78%; Not Pooled] enFSenR3S [R−Prec 39.70%; Not Pooled] reinaENttest [R−Prec 39.47%; Not Pooled] enFSenR2S [R−Prec 36.69%; Not Pooled] CoLesIRenTst [R−Prec 36.21%; Not Pooled] uhienmo1 [R−Prec 7.29%; Not Pooled] uhienmo2 [R−Prec 5.78%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 26 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-EN-CLEF2006 Ad−Hoc Robust Monolingual English track − Tukey T test with "top group" highlighted dcunarreng1005 humEN06Rtde reinaENtdtest reinaENttest dcudesceng12075 enFSenR5S Experiments humEN06Rtd enyenRFS3456 enFSenR3S CoLesIRenTst enFSenR2S uhienmo1 uhienmo2 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 arcsin(sqrt(R Precision)) 27 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-EN-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.0000 0.1644 0.1794 0.2168 0.2749 0.1724 0.0855 0.0000 0.1250 0.2500 0.2500 0.3750 0.1923 0.1096 042 0.0000 0.2546 0.2982 0.3555 0.3870 0.2689 0.1298 0.0000 0.3088 0.3529 0.4118 0.4510 0.3122 0.1462 043 0.0000 0.4425 0.6002 0.8193 0.8349 0.5441 0.2916 0.0000 0.4091 0.5455 0.7273 0.8182 0.5105 0.2664 044 0.0000 0.0668 0.5200 0.5255 0.5294 0.3348 0.2296 0.0000 0.0000 0.5000 0.5000 0.5000 0.3462 0.2402 045 0.0000 0.5857 0.6450 0.7025 0.7445 0.5604 0.2542 0.0000 0.5909 0.6364 0.6667 0.6970 0.5361 0.2410 046 0.0000 0.3113 0.3610 0.3819 0.3913 0.3020 0.1391 0.0000 0.3333 0.4444 0.5556 0.5556 0.3761 0.1900 047 0.0000 0.5638 0.6192 0.6614 0.7132 0.5374 0.2430 0.0000 0.5244 0.5854 0.6098 0.6585 0.4972 0.2250 048 0.0000 0.0528 0.1114 0.2479 0.3611 0.1467 0.1187 0.0000 0.0000 0.1515 0.3106 0.3636 0.1515 0.1464 049 0.0000 0.1512 0.1687 0.2286 0.3154 0.1740 0.0946 0.0000 0.1429 0.1429 0.2857 0.3571 0.1813 0.1076 060 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 061 0.0000 0.3811 0.5614 0.6084 0.7200 0.4694 0.2328 0.0000 0.3500 0.4000 0.6000 0.8000 0.4308 0.2428 062 0.0000 1.0000 1.0000 1.0000 1.0000 0.8462 0.3755 0.0000 1.0000 1.0000 1.0000 1.0000 0.8462 0.3755 063 0.0000 0.0032 0.0175 0.0274 0.5000 0.0534 0.1349 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 064 0.0000 0.2255 0.3066 0.5725 0.8354 0.3710 0.2529 0.0000 0.2000 0.3000 0.7000 0.9000 0.4077 0.2957 065 0.0000 0.2726 0.3751 0.4718 0.6051 0.3470 0.1905 0.0000 0.3000 0.3333 0.5333 0.6000 0.3538 0.1970 066 0.0000 0.7014 0.7548 0.7722 0.8184 0.6352 0.2846 0.0000 0.7273 0.7273 0.7273 0.8182 0.6224 0.2774 067 0.0000 0.0250 0.1262 0.2514 0.2557 0.1264 0.1018 0.0000 0.0000 0.0000 0.5000 0.5000 0.1538 0.2402 068 0.0000 0.1804 0.3788 0.4100 0.8016 0.3274 0.2196 0.0000 0.2857 0.4286 0.4643 0.7143 0.3736 0.2224 069 0.0000 0.2376 0.3377 0.4254 0.6135 0.3103 0.1756 0.0000 0.2500 0.3750 0.3750 0.6250 0.2981 0.1657 080 0.0000 0.2674 0.3938 0.4497 0.4709 0.3219 0.1735 0.0000 0.3214 0.3929 0.4286 0.4821 0.3352 0.1675 081 0.0000 0.7543 0.8058 0.8590 0.9308 0.6992 0.3153 0.0000 0.5938 0.7500 0.7812 0.8750 0.6250 0.2976 082 0.0000 0.4122 0.6241 0.6458 0.7985 0.5100 0.2501 0.0000 0.4000 0.6000 0.6000 0.8000 0.4923 0.2431 083 0.0000 0.1279 0.2319 0.2854 0.3649 0.2033 0.1232 0.0000 0.0000 0.2000 0.2000 0.4000 0.1385 0.1261 084 0.0000 0.5751 0.6788 0.7027 0.7416 0.5605 0.2593 0.0000 0.5667 0.6000 0.6667 0.6667 0.5231 0.2386 085 0.0000 0.1880 0.4541 0.4823 0.5948 0.3621 0.2010 0.0000 0.1719 0.4375 0.4688 0.5000 0.3317 0.1860 086 0.0000 0.3222 0.4457 0.5230 0.5542 0.3882 0.1919 0.0000 0.3872 0.4878 0.5244 0.5610 0.4081 0.1923 087 0.0000 0.4672 0.5852 0.6157 0.7753 0.4957 0.2414 0.0000 0.2917 0.5000 0.5000 0.6667 0.3846 0.2056 088 0.0000 0.1349 0.2000 0.6250 1.0000 0.3644 0.3824 0.0000 0.0000 0.0000 0.2500 1.0000 0.2308 0.4385 089 0.0000 0.2429 0.6451 0.7738 1.0000 0.5341 0.3456 0.0000 0.2500 0.5000 0.5625 1.0000 0.4615 0.3203 090 0.0000 0.0509 0.3086 0.3845 0.6236 0.2675 0.1974 0.0000 0.0625 0.2500 0.2708 0.5833 0.2308 0.1805 091 0.0000 0.0773 0.2076 0.5009 0.5922 0.2731 0.2223 0.0000 0.1071 0.2857 0.4286 0.4286 0.2637 0.1735 092 0.0000 0.5872 0.7298 0.7452 0.7972 0.6017 0.2760 0.0000 0.5741 0.6667 0.6667 0.7407 0.5527 0.2510 093 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 094 0.0000 0.6987 0.7739 0.7869 0.8194 0.6454 0.2896 0.0000 0.6458 0.6667 0.6875 0.7500 0.5769 0.2601 095 0.0000 0.2525 0.3171 0.4055 0.4750 0.2890 0.1482 0.0000 0.2630 0.3333 0.4401 0.5208 0.3149 0.1651 096 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 097 0.0000 1.0000 1.0000 1.0000 1.0000 0.8462 0.3755 0.0000 1.0000 1.0000 1.0000 1.0000 0.8462 0.3755 098 0.0000 0.2500 0.5000 1.0000 1.0000 0.5385 0.4147 0.0000 0.0000 0.0000 1.0000 1.0000 0.3846 0.5064 099 0.0000 0.1059 0.3562 0.5062 0.6208 0.3162 0.2094 0.0000 0.2500 0.2857 0.4643 0.5714 0.3187 0.1948 110 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 111 0.0000 0.1421 0.3483 0.3987 0.4869 0.2831 0.1706 0.0000 0.2000 0.4000 0.4125 0.4500 0.3154 0.1625 112 0.0000 0.4418 0.5422 0.5856 0.6257 0.4546 0.2219 0.0000 0.3750 0.5000 0.5250 0.6000 0.4231 0.2048 113 0.0000 0.0026 0.0084 0.0373 0.3244 0.0397 0.0872 0.0000 0.0000 0.0000 0.0000 0.2500 0.0192 0.0693 114 0.0000 0.4356 0.5306 0.6154 0.6408 0.4610 0.2178 0.0000 0.4286 0.5714 0.7143 0.7143 0.4835 0.2442 115 0.0000 0.1473 0.1716 0.1883 0.2181 0.1475 0.0693 0.0000 0.1600 0.2000 0.2400 0.2400 0.1754 0.0825 116 0.0000 0.3248 0.3869 0.4091 0.4984 0.3328 0.1554 0.0000 0.2727 0.3636 0.4545 0.4545 0.3287 0.1641 117 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 118 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 119 0.0000 0.6730 0.7685 0.7864 0.8384 0.6415 0.2927 0.0000 0.5938 0.6786 0.7009 0.7500 0.5714 0.2589 130 0.0000 0.3799 0.4739 0.5688 0.6709 0.4231 0.2092 0.0000 0.4167 0.5079 0.5714 0.6032 0.4371 0.2047 28 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-EN-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.0000 0.3712 0.4469 0.4868 0.6263 0.3943 0.1976 0.0000 0.3250 0.4250 0.4937 0.6500 0.3885 0.1989 132 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 133 0.0000 0.1354 0.2261 0.2747 0.5552 0.2147 0.1514 0.0000 0.1000 0.3000 0.3000 0.5000 0.2462 0.1506 134 0.0000 0.7135 0.7500 0.7513 0.7541 0.6241 0.2799 0.0000 0.7500 0.7500 0.7500 0.7500 0.6346 0.2817 135 0.0000 0.0828 0.1720 0.3379 0.4126 0.2028 0.1481 0.0000 0.1500 0.4000 0.4000 0.4000 0.2769 0.1739 136 0.0000 0.2500 0.3333 0.5000 0.5000 0.3462 0.1827 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 137 0.0000 0.1406 0.5000 0.5000 0.5000 0.3189 0.2141 0.0000 0.0000 0.5000 0.5000 0.5000 0.3077 0.2532 138 0.0000 0.2724 0.4129 0.5655 0.5833 0.3769 0.2028 0.0000 0.3750 0.5000 0.5000 0.5000 0.3942 0.1829 139 0.0000 0.0397 0.0422 0.0434 0.0489 0.0361 0.0162 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 140 0.0000 0.2601 0.3509 0.4544 0.6148 0.3415 0.2028 0.0000 0.3393 0.4429 0.5179 0.6000 0.3912 0.1978 141 0.0032 1.0000 1.0000 1.0000 1.0000 0.8469 0.3738 0.0000 1.0000 1.0000 1.0000 1.0000 0.8462 0.3755 142 0.6250 0.7714 0.8874 0.9778 1.0000 0.8609 0.1323 0.6250 0.8438 0.8750 0.8750 1.0000 0.8462 0.1159 143 0.0155 0.7136 0.8170 0.8517 0.9366 0.6997 0.3103 0.0256 0.6538 0.7436 0.7756 0.8718 0.6391 0.2729 144 0.0556 0.5056 0.5868 0.7056 0.8667 0.5436 0.2323 0.0000 0.3333 0.3333 0.6667 0.6667 0.4615 0.2168 145 0.0000 0.4162 0.5909 0.6685 0.7901 0.5019 0.2761 0.0000 0.4276 0.5789 0.6447 0.7368 0.4858 0.2602 146 0.0035 0.2885 0.5026 0.5082 0.5135 0.3900 0.1976 0.0000 0.3750 0.5000 0.5000 0.5000 0.3846 0.2193 147 0.0989 0.4559 0.7804 0.7946 0.8744 0.6034 0.2647 0.1176 0.4755 0.6667 0.7304 0.7843 0.5581 0.2272 148 0.0166 0.0564 0.0727 0.1966 0.2062 0.1068 0.0721 0.0000 0.1667 0.1667 0.1667 0.1667 0.1410 0.0626 149 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 160 0.0407 0.0554 0.0694 0.1049 0.1667 0.0837 0.0377 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 161 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 162 0.1429 0.3125 0.5000 0.6250 1.0000 0.5156 0.3055 0.0000 0.0000 0.0000 0.2500 1.0000 0.2308 0.4385 163 0.0000 0.8142 0.8645 0.8776 0.8973 0.7258 0.3239 0.0000 0.7172 0.7869 0.7971 0.8197 0.6551 0.2936 164 0.0360 0.0911 0.1278 0.1676 0.2255 0.1281 0.0581 0.0000 0.1019 0.1111 0.1481 0.3333 0.1339 0.0836 165 0.2000 1.0000 1.0000 1.0000 1.0000 0.9000 0.2517 0.0000 1.0000 1.0000 1.0000 1.0000 0.8462 0.3755 166 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 167 0.0000 0.2391 0.3067 0.3142 0.3490 0.2482 0.1150 0.0000 0.2000 0.4000 0.4000 0.4000 0.2923 0.1553 168 0.3465 0.3922 0.4598 0.5070 0.7185 0.4721 0.1022 0.3333 0.3889 0.4444 0.5139 0.6667 0.4615 0.0972 169 0.0000 0.0100 0.0262 0.0582 0.0765 0.0314 0.0250 0.0000 0.0000 0.0000 0.0000 0.1667 0.0256 0.0626 170 0.1250 0.8125 1.0000 1.0000 1.0000 0.8109 0.3603 0.0000 0.7500 1.0000 1.0000 1.0000 0.7692 0.4385 171 0.0000 0.0809 0.1114 0.1265 0.1844 0.0973 0.0518 0.0000 0.0526 0.0526 0.1053 0.1579 0.0769 0.0509 172 0.0199 0.0687 0.1108 0.1480 0.1896 0.1052 0.0553 0.0000 0.0000 0.0000 0.1786 0.2857 0.0879 0.1242 173 0.0000 1.0000 1.0000 1.0000 1.0000 0.8462 0.3755 0.0000 1.0000 1.0000 1.0000 1.0000 0.8462 0.3755 174 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 175 0.0000 0.6787 0.7492 0.8665 0.9071 0.6573 0.3051 0.0000 0.5357 0.7143 0.8571 0.8571 0.6044 0.2983 176 0.0032 0.9143 0.9330 0.9428 0.9471 0.7902 0.3488 0.0256 0.7949 0.8462 0.8526 0.8718 0.7140 0.3066 177 0.0158 0.3153 0.3724 0.4313 0.6169 0.3681 0.1614 0.0000 0.3462 0.3846 0.4808 0.5385 0.3846 0.1538 178 0.0000 0.0263 0.0875 0.1423 0.2722 0.1010 0.0913 0.0000 0.0000 0.0000 0.2500 0.2500 0.1154 0.1297 179 0.0188 0.0258 0.6407 0.8133 0.8954 0.5012 0.3683 0.0000 0.0341 0.5909 0.7386 0.8636 0.4615 0.3396 190 0.0006 0.2130 0.5424 0.7292 0.7531 0.4555 0.2942 0.0000 0.1944 0.4444 0.6667 0.7778 0.4274 0.2827 191 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 192 0.0186 0.1604 0.4730 0.5822 0.7722 0.4027 0.2452 0.0000 0.2917 0.3333 0.5417 0.8333 0.3974 0.2504 193 0.2270 0.3874 0.4637 0.5252 0.5371 0.4373 0.1003 0.1429 0.2857 0.4286 0.4286 0.5714 0.3736 0.1242 194 0.0000 0.0153 0.1667 0.2500 1.0000 0.1949 0.2687 0.0000 0.0000 0.0000 0.0000 1.0000 0.0769 0.2774 195 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 196 0.5000 0.5000 0.5000 1.0000 1.0000 0.6538 0.2402 0.0000 0.0000 0.0000 1.0000 1.0000 0.3077 0.4804 197 0.1193 0.2598 0.7609 0.8422 0.9288 0.5944 0.2950 0.1000 0.2850 0.6800 0.7450 0.8600 0.5415 0.2697 198 0.0096 0.0243 1.0000 1.0000 1.0000 0.5571 0.4985 0.0000 0.0000 1.0000 1.0000 1.0000 0.5385 0.5189 199 0.4867 0.6248 0.6553 0.6804 0.7108 0.6374 0.0622 0.4000 0.5000 0.6000 0.7000 0.7000 0.5846 0.0987 200 0.0162 0.2380 0.3615 0.5911 0.6509 0.3689 0.2199 0.0000 0.3333 0.4444 0.5833 0.6667 0.4274 0.2215 ALL 0.0712 0.3918 0.4289 0.4352 0.4912 0.3762 0.1367 0.0578 0.3657 0.3978 0.4057 0.4572 0.3515 0.1296 29 30 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-ES-CLEF2006 Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Interpolated Recall vs Average Precision 100% hummingbird [humES06Rtde; MAP 45.66%; Not Pooled] reina [reinaEStdtest; MAP 44.01%; Not Pooled] 90% dcu [dcudescsp12075; MAP 42.14%; Not Pooled] daedalus [esFSesR2S; MAP 40.40%; Not Pooled] colesir [CoLesIResTst; MAP 40.17%; Not Pooled] 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041to 085) 1 hummingbird [humES06Rtde; MAP 45.66%; Not Pooled] reina [reinaEStdtest; MAP 44.01%; Not Pooled] 0.5 dcu [dcudescsp12075; MAP 42.14%; Not Pooled] Difference daedalus [esFSesR2S; MAP 40.40%; Not Pooled] 0 colesir [CoLesIResTst; MAP 40.17%; Not Pooled] −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086to 130) 1 hummingbird [humES06Rtde; MAP 45.66%; Not Pooled] reina [reinaEStdtest; MAP 44.01%; Not Pooled] 0.5 dcu [dcudescsp12075; MAP 42.14%; Not Pooled] Difference daedalus [esFSesR2S; MAP 40.40%; Not Pooled] 0 colesir [CoLesIResTst; MAP 40.17%; Not Pooled] −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131to 165) 1 hummingbird [humES06Rtde; MAP 45.66%; Not Pooled] reina [reinaEStdtest; MAP 44.01%; Not Pooled] 0.5 dcu [dcudescsp12075; MAP 42.14%; Not Pooled] Difference daedalus [esFSesR2S; MAP 40.40%; Not Pooled] 0 colesir [CoLesIResTst; MAP 40.17%; Not Pooled] −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166to 200) 1 hummingbird [humES06Rtde; MAP 45.66%; Not Pooled] reina [reinaEStdtest; MAP 44.01%; Not Pooled] 0.5 dcu [dcudescsp12075; MAP 42.14%; Not Pooled] Difference daedalus [esFSesR2S; MAP 40.40%; Not Pooled] 0 colesir [CoLesIResTst; MAP 40.17%; Not Pooled] −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 31 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-ES-CLEF2006 Ad−Hoc Robust Monolingual Spanish track − Box Plot of the Topics esFSesR3S [MAP 45.84%; Not Pooled] dcu1500narrsp1005.qy1 [MAP 45.81%; Not Pooled] humES06Rtde [MAP 45.66%; Not Pooled] esx011esRFW3FS3 [MAP 45.09%; Not Pooled] esx021esRFW3FS3 [MAP 44.46%; Not Pooled] Experiments reinaEStdtest [MAP 44.01%; Not Pooled] dcudescsp12075 [MAP 42.14%; Not Pooled] humES06Rtd [MAP 42.00%; Not Pooled] esFSesR2S [MAP 40.40%; Not Pooled] CoLesIResTst [MAP 40.17%; Not Pooled] reinaESttest [MAP 38.93%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 32 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-ES-CLEF2006 Ad−Hoc Robust Monolingual Spanish track − Tukey T test with "top group" highlighted esFSesR3S dcu1500narrsp1005.qy1 esx011esRFW3FS3 humES06Rtde esx021esRFW3FS3 Experiments reinaEStdtest dcudescsp12075 humES06Rtd esFSesR2S CoLesIResTst reinaESttest 0.55 0.6 0.65 0.7 0.75 0.8 arcsin(sqrt(Mean average precision)) 33 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-ES-CLEF2006 Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Retrieved documents vs Precision 100% hummingbird [humES06Rtde; R−Prec 43.99%; Not Pooled] reina [reinaEStdtest; R−Prec 42.96%; Not Pooled] 90% dcu [dcudescsp12075; R−Prec 40.58%; Not Pooled] daedalus [esFSesR2S; R−Prec 40.15%; Not Pooled] colesir [CoLesIResTst; R−Prec 40.03%; Not Pooled] 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 hummingbird [humES06Rtde; R−Prec 43.99%; Not Pooled] reina [reinaEStdtest; R−Prec 42.96%; Not Pooled] 0.5 dcu [dcudescsp12075; R−Prec 40.58%; Not Pooled] Difference daedalus [esFSesR2S; R−Prec 40.15%; Not Pooled] 0 colesir [CoLesIResTst; R−Prec 40.03%; Not Pooled] −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 hummingbird [humES06Rtde; R−Prec 43.99%; Not Pooled] reina [reinaEStdtest; R−Prec 42.96%; Not Pooled] 0.5 dcu [dcudescsp12075; R−Prec 40.58%; Not Pooled] Difference daedalus [esFSesR2S; R−Prec 40.15%; Not Pooled] 0 colesir [CoLesIResTst; R−Prec 40.03%; Not Pooled] −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 hummingbird [humES06Rtde; R−Prec 43.99%; Not Pooled] reina [reinaEStdtest; R−Prec 42.96%; Not Pooled] 0.5 dcu [dcudescsp12075; R−Prec 40.58%; Not Pooled] Difference daedalus [esFSesR2S; R−Prec 40.15%; Not Pooled] 0 colesir [CoLesIResTst; R−Prec 40.03%; Not Pooled] −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual Spanish track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 hummingbird [humES06Rtde; R−Prec 43.99%; Not Pooled] reina [reinaEStdtest; R−Prec 42.96%; Not Pooled] 0.5 dcu [dcudescsp12075; R−Prec 40.58%; Not Pooled] Difference daedalus [esFSesR2S; R−Prec 40.15%; Not Pooled] 0 colesir [CoLesIResTst; R−Prec 40.03%; Not Pooled] −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 34 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-ES-CLEF2006 Ad−Hoc Robust Monolingual Spanish track − Box Plot of the Topics esFSesR3S [R−Prec 44.77%; Not Pooled] esx011esRFW3FS3 [R−Prec 44.57%; Not Pooled] esx021esRFW3FS3 [R−Prec 44.20%; Not Pooled] humES06Rtde [R−Prec 43.99%; Not Pooled] dcu1500narrsp1005.qy1 [R−Prec 43.96%; Not Pooled] Experiments reinaEStdtest [R−Prec 42.96%; Not Pooled] humES06Rtd [R−Prec 41.41%; Not Pooled] dcudescsp12075 [R−Prec 40.58%; Not Pooled] esFSesR2S [R−Prec 40.15%; Not Pooled] CoLesIResTst [R−Prec 40.03%; Not Pooled] reinaESttest [R−Prec 38.82%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 35 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-ES-CLEF2006 Ad−Hoc Robust Monolingual Spanish track − Tukey T test with "top group" highlighted esFSesR3S esx011esRFW3FS3 esx021esRFW3FS3 dcu1500narrsp1005.qy1 humES06Rtde Experiments reinaEStdtest humES06Rtd esFSesR2S CoLesIResTst dcudescsp12075 reinaESttest 0.55 0.6 0.65 0.7 0.75 0.8 arcsin(sqrt(R Precision)) 36 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-ES-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.2119 0.3289 0.3587 0.6256 0.7200 0.4352 0.1859 0.3125 0.3750 0.3750 0.5312 0.6250 0.4432 0.1099 042 0.2214 0.5869 0.6385 0.7111 0.7130 0.6067 0.1469 0.3295 0.5757 0.6130 0.6580 0.6705 0.5869 0.1001 043 0.0142 0.1644 0.3497 0.4127 0.4168 0.2794 0.1497 0.0556 0.2222 0.3889 0.3889 0.4444 0.3030 0.1300 044 0.1362 0.2067 0.2440 0.2874 0.3388 0.2436 0.0571 0.1250 0.2063 0.2500 0.2875 0.3750 0.2455 0.0650 045 0.4512 0.5621 0.6076 0.6347 0.6900 0.6019 0.0670 0.4921 0.5707 0.5864 0.6283 0.6911 0.5945 0.0553 046 0.0144 0.0252 0.0287 0.0391 0.1111 0.0377 0.0260 0.0000 0.0000 0.0000 0.0667 0.1333 0.0364 0.0458 047 0.1043 0.1221 0.1486 0.1896 0.2034 0.1529 0.0361 0.1759 0.1875 0.2222 0.2500 0.2500 0.2180 0.0300 048 0.0104 0.0760 0.1065 0.1656 0.1788 0.1151 0.0581 0.0104 0.1068 0.1562 0.1562 0.2292 0.1383 0.0588 049 0.0984 0.1050 0.1163 0.1784 0.2533 0.1474 0.0539 0.1579 0.1579 0.2105 0.3026 0.3684 0.2249 0.0784 060 0.2266 0.3994 0.4879 0.5977 0.7475 0.4851 0.1607 0.3067 0.4367 0.5067 0.5900 0.6800 0.4994 0.1163 061 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 062 0.2067 0.2141 0.2405 0.2633 0.3564 0.2475 0.0429 0.1333 0.1750 0.2000 0.2500 0.4333 0.2273 0.0941 063 0.7162 0.7267 0.8102 0.8584 0.8785 0.7992 0.0636 0.6441 0.6568 0.7627 0.7797 0.8136 0.7319 0.0660 064 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 065 0.1248 0.1615 0.1796 0.2467 0.2536 0.1915 0.0478 0.2297 0.2736 0.3243 0.3716 0.3784 0.3206 0.0510 066 0.8744 0.8931 0.9334 0.9341 0.9415 0.9145 0.0256 0.7778 0.8207 0.8586 0.8687 0.8687 0.8411 0.0341 067 0.1054 0.1137 0.1289 0.2022 0.3570 0.1682 0.0796 0.0612 0.1429 0.1633 0.2959 0.4286 0.2152 0.1198 068 0.0637 0.0742 0.0904 0.1120 0.2473 0.1055 0.0522 0.0000 0.0000 0.0000 0.1111 0.2222 0.0606 0.0911 069 0.5964 0.7843 0.8750 0.8833 0.8958 0.8175 0.1042 0.6667 0.7083 0.8333 0.8333 0.8333 0.7879 0.0778 080 0.3238 0.4122 0.4554 0.4735 0.4738 0.4364 0.0469 0.3714 0.4612 0.4898 0.4990 0.5306 0.4772 0.0427 081 0.6315 0.7640 0.7872 0.8205 0.8619 0.7770 0.0670 0.6552 0.7356 0.7816 0.7931 0.8046 0.7544 0.0545 082 0.3925 0.7348 0.8242 0.8438 0.9823 0.7628 0.1711 0.4211 0.6908 0.7632 0.7829 0.9474 0.7201 0.1364 083 0.4168 0.4657 0.5234 0.5544 0.6094 0.5151 0.0561 0.4444 0.4444 0.4444 0.4444 0.5556 0.4646 0.0449 084 0.1701 0.2233 0.3115 0.3139 0.3783 0.2851 0.0667 0.1250 0.2812 0.3750 0.3750 0.3750 0.3295 0.0843 085 0.7224 0.7505 0.8022 0.8373 0.8389 0.7908 0.0444 0.7009 0.7360 0.7570 0.7570 0.7850 0.7511 0.0234 086 0.2468 0.2690 0.3012 0.3149 0.3207 0.2916 0.0262 0.2500 0.2902 0.3214 0.3750 0.4107 0.3312 0.0488 087 0.2637 0.3319 0.3912 0.5962 0.7650 0.4531 0.1679 0.2955 0.3750 0.4205 0.5881 0.7159 0.4659 0.1356 088 0.2805 0.3063 0.3424 0.4144 0.4956 0.3629 0.0755 0.1429 0.2857 0.4286 0.4286 0.4286 0.3636 0.0982 089 0.4379 0.4421 0.4483 0.4777 0.6824 0.4768 0.0725 0.5000 0.5000 0.5625 0.5625 0.6250 0.5398 0.0421 090 0.0204 0.0527 0.0750 0.1164 0.1257 0.0809 0.0376 0.0667 0.0667 0.0667 0.1333 0.1333 0.0970 0.0348 091 0.0480 0.3211 0.3410 0.3828 0.4404 0.3331 0.1021 0.0753 0.3226 0.3441 0.3763 0.4194 0.3304 0.0906 092 0.1920 0.2449 0.2706 0.2881 0.3494 0.2677 0.0421 0.1860 0.2587 0.3023 0.3256 0.3837 0.2960 0.0603 093 0.1303 0.1769 0.2620 0.2819 0.3491 0.2376 0.0676 0.2857 0.2857 0.2857 0.3571 0.4286 0.3247 0.0491 094 0.7511 0.8031 0.8686 0.8723 0.8904 0.8428 0.0480 0.8182 0.8182 0.8182 0.8523 0.8636 0.8306 0.0212 095 0.0045 0.0548 0.1005 0.1907 0.2649 0.1200 0.0861 0.0343 0.1456 0.2212 0.3014 0.3988 0.2198 0.1081 096 0.0593 0.0926 0.1338 0.1955 0.2279 0.1431 0.0599 0.0215 0.0645 0.2043 0.2796 0.3011 0.1789 0.1112 097 0.3764 0.6586 0.7088 0.7335 0.7731 0.6677 0.1134 0.4800 0.6800 0.7200 0.7200 0.7600 0.6873 0.0776 098 0.3493 0.4589 0.6727 0.8030 0.9000 0.6401 0.1840 0.4000 0.4000 0.6000 0.7500 0.8000 0.5636 0.1748 099 0.0058 0.1463 0.2670 0.2926 0.3892 0.2292 0.1101 0.0357 0.1964 0.3214 0.3571 0.5357 0.2890 0.1292 110 0.0962 0.6131 0.6642 0.6723 0.7401 0.6065 0.1747 0.1429 0.5714 0.5714 0.5714 0.7143 0.5455 0.1402 111 0.0005 0.0028 0.0046 0.0107 0.0221 0.0080 0.0074 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 112 0.1176 0.2779 0.3909 0.4245 0.4772 0.3469 0.1098 0.0000 0.2812 0.3750 0.4688 0.5000 0.3523 0.1460 113 0.0887 0.2207 0.2367 0.2781 0.3446 0.2423 0.0695 0.1139 0.2690 0.2785 0.3323 0.3861 0.2854 0.0756 114 0.0140 0.0552 0.0703 0.4795 0.7827 0.2354 0.2677 0.0000 0.0222 0.0667 0.4667 0.6889 0.2101 0.2558 115 0.1421 0.1669 0.2118 0.2920 0.2982 0.2234 0.0605 0.2105 0.2105 0.2632 0.3158 0.3158 0.2584 0.0497 116 0.1102 0.1457 0.2405 0.2732 0.3746 0.2171 0.0807 0.0000 0.1429 0.1429 0.2500 0.2857 0.1558 0.1001 117 0.0772 0.2087 0.2366 0.2435 0.3043 0.2252 0.0574 0.1250 0.2857 0.3214 0.3705 0.3750 0.3052 0.0760 118 0.2577 0.3287 0.4015 0.4280 0.4496 0.3710 0.0680 0.2000 0.2000 0.4000 0.4000 0.4000 0.3273 0.1009 119 0.6469 0.7111 0.7333 0.7501 0.8063 0.7302 0.0401 0.5619 0.6667 0.6667 0.6976 0.7238 0.6667 0.0463 130 0.6425 0.6873 0.7150 0.7605 0.8421 0.7240 0.0566 0.5385 0.5385 0.6154 0.6731 0.6923 0.6084 0.0639 37 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-ES-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.3116 0.3297 0.3540 0.3661 0.3716 0.3472 0.0216 0.3545 0.3636 0.3727 0.3818 0.4182 0.3777 0.0183 132 0.5553 0.6048 0.6431 0.6469 0.6512 0.6213 0.0350 0.5000 0.5096 0.5385 0.5769 0.5769 0.5455 0.0336 133 0.0000 0.0056 0.0121 0.1959 0.4640 0.1091 0.1523 0.0000 0.0000 0.0526 0.2632 0.4211 0.1244 0.1584 134 0.0729 0.1572 0.2015 0.8172 0.9167 0.4058 0.3450 0.0000 0.0000 0.0000 0.6875 0.7500 0.2727 0.3438 135 0.3284 0.5170 0.5512 0.6773 0.7541 0.5732 0.1177 0.4423 0.5497 0.5641 0.6394 0.6923 0.5857 0.0718 136 0.4119 0.4289 0.4678 0.5418 0.5714 0.4841 0.0570 0.3750 0.5000 0.6250 0.7500 0.7500 0.5909 0.1489 137 0.1139 0.1621 0.1840 0.2158 0.2526 0.1852 0.0389 0.2000 0.2000 0.2000 0.2750 0.3000 0.2273 0.0467 138 0.0444 0.1023 0.2993 0.7422 1.0000 0.4313 0.3501 0.0000 0.0000 0.1429 0.8214 1.0000 0.3896 0.4290 139 0.0703 0.0878 0.1163 0.1191 0.1257 0.1056 0.0202 0.0115 0.0374 0.1034 0.1135 0.1437 0.0852 0.0477 140 0.0331 0.0709 0.1096 0.1179 0.1506 0.0994 0.0343 0.1092 0.1261 0.1849 0.1849 0.2353 0.1673 0.0404 141 0.8106 0.8495 0.8753 0.9227 0.9757 0.8821 0.0506 0.7692 0.7692 0.8462 0.8462 0.9231 0.8252 0.0605 142 0.7334 0.7350 0.8847 0.9054 0.9256 0.8352 0.0855 0.6786 0.7143 0.8214 0.8214 0.8571 0.7727 0.0644 143 0.2950 0.3619 0.4493 0.5074 0.6338 0.4431 0.0989 0.3403 0.4236 0.4375 0.5417 0.5625 0.4710 0.0724 144 0.1474 0.4261 0.5076 0.5619 0.6169 0.4785 0.1284 0.1818 0.5114 0.5909 0.6364 0.7273 0.5620 0.1441 145 0.3414 0.6272 0.6364 0.6493 0.7251 0.6177 0.0962 0.3191 0.5319 0.5532 0.6064 0.6809 0.5493 0.0907 146 0.0570 0.1044 0.1484 0.5582 0.5625 0.3089 0.2337 0.0000 0.0000 0.0000 0.5000 0.5000 0.2273 0.2611 147 0.0018 0.0916 0.1429 0.1670 0.2077 0.1210 0.0684 0.0000 0.1111 0.1111 0.2222 0.2222 0.1313 0.0834 148 0.1241 0.1330 0.1403 0.1495 0.3222 0.1564 0.0557 0.0909 0.0909 0.0909 0.0909 0.3636 0.1157 0.0822 149 0.5347 0.6761 0.7331 0.8996 0.9343 0.7537 0.1344 0.5385 0.5577 0.6923 0.8077 0.8462 0.6853 0.1214 160 0.2778 0.4500 0.5455 0.6321 0.7000 0.5303 0.1328 0.0000 0.5000 0.5000 0.5000 0.5000 0.4545 0.1508 161 0.7100 0.8025 1.0000 1.0000 1.0000 0.9006 0.1228 0.8000 0.8000 1.0000 1.0000 1.0000 0.9091 0.1044 162 0.6614 0.7665 0.8513 0.8832 0.8932 0.8224 0.0806 0.6434 0.7403 0.7752 0.7907 0.8217 0.7569 0.0608 163 0.4036 0.5898 0.6460 0.6504 0.7232 0.6155 0.0805 0.3000 0.5417 0.6000 0.6667 0.6667 0.5848 0.1079 164 0.0173 0.2047 0.2939 0.3486 0.3656 0.2573 0.1187 0.0278 0.2986 0.3889 0.3889 0.4167 0.3131 0.1300 165 0.5661 0.6538 0.6996 0.7343 0.8645 0.7010 0.0822 0.4444 0.4722 0.6667 0.6667 0.7778 0.6061 0.1151 166 0.0041 0.0181 0.0420 0.0677 0.0722 0.0410 0.0248 0.0000 0.0000 0.0000 0.0000 0.1429 0.0130 0.0431 167 0.4117 0.4402 0.4473 0.5026 0.5888 0.4702 0.0509 0.3000 0.4000 0.4000 0.4750 0.5000 0.4182 0.0603 168 0.0450 0.0993 0.1024 0.1215 0.1702 0.1045 0.0344 0.0000 0.1026 0.1282 0.1538 0.2051 0.1166 0.0600 169 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 170 0.4754 0.7383 0.8588 0.8597 0.9429 0.7912 0.1541 0.4000 0.6000 0.8000 0.8000 0.8000 0.6909 0.1640 171 0.0875 0.1713 0.3454 0.4265 0.5184 0.3117 0.1530 0.0000 0.2500 0.2500 0.5000 0.5000 0.3182 0.1617 172 0.0407 0.0877 0.1370 0.2275 0.3661 0.1634 0.1019 0.0769 0.0962 0.1538 0.3846 0.4615 0.2168 0.1607 173 0.3202 0.6040 0.6613 0.6693 0.7462 0.6248 0.1101 0.3333 0.5000 0.5000 0.6250 0.6667 0.5303 0.1005 174 0.5260 0.7967 0.8469 0.9030 0.9030 0.8269 0.1100 0.4545 0.8182 0.8182 0.8182 0.8182 0.7851 0.1096 175 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 176 0.9245 0.9408 0.9594 0.9761 0.9862 0.9584 0.0203 0.7662 0.8701 0.8961 0.9286 0.9610 0.8890 0.0533 177 0.1129 0.2564 0.2889 0.3129 0.3443 0.2702 0.0663 0.1739 0.2609 0.3043 0.3043 0.3478 0.2806 0.0528 178 0.2292 0.2459 0.3270 0.4014 0.4833 0.3331 0.0941 0.3523 0.3551 0.4205 0.4830 0.5227 0.4236 0.0701 179 0.0697 0.3162 0.5713 0.6481 0.8006 0.4986 0.2316 0.0796 0.3274 0.5752 0.6726 0.7611 0.5052 0.2199 190 0.0240 0.0251 0.0356 0.0448 0.0467 0.0351 0.0093 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 191 0.1429 0.1667 0.2000 0.2500 1.0000 0.2972 0.2534 0.0000 0.0000 0.0000 0.0000 1.0000 0.0909 0.3015 192 0.1048 0.5200 0.7028 0.7499 0.8857 0.6201 0.2135 0.1591 0.5227 0.6818 0.7045 0.7955 0.6054 0.1764 193 0.0808 0.1375 0.1422 0.1868 0.2232 0.1560 0.0438 0.1176 0.1765 0.1765 0.2279 0.2941 0.1952 0.0547 194 0.0042 0.6615 0.6782 0.7219 0.8433 0.6238 0.2294 0.0000 0.6562 0.7500 0.7500 0.8750 0.6591 0.2378 195 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 196 0.6279 0.7091 0.7171 0.7326 0.7598 0.7163 0.0332 0.6000 0.6667 0.7333 0.7333 0.7333 0.6970 0.0458 197 0.4407 0.5831 0.6482 0.6980 0.7135 0.6283 0.0894 0.4958 0.5885 0.6208 0.6396 0.6583 0.6042 0.0511 198 0.1980 0.2574 0.3560 0.4242 0.5661 0.3544 0.1107 0.1250 0.1250 0.2500 0.5000 0.6250 0.3295 0.1958 199 0.5314 0.7074 0.7208 0.8345 0.8580 0.7466 0.1058 0.5529 0.6353 0.6588 0.8000 0.8471 0.7102 0.0997 200 0.5915 0.7186 0.8185 0.8665 0.8693 0.7874 0.0897 0.5319 0.6330 0.7234 0.7660 0.7872 0.7002 0.0804 ALL 0.3893 0.4080 0.4401 0.4552 0.4584 0.4314 0.0252 0.3882 0.4026 0.4296 0.4415 0.4477 0.4231 0.0216 38 39 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-FR-CLEF2006 Ad−Hoc Robust Monolingual French track Top 5 Participants − Interpolated Recall vs Average Precision 100% unine [UniNEfrr1; MAP 47.57%; Not Pooled] hummingbird [humFR06Rtde; MAP 45.43%; Not Pooled] 90% reina [reinaFRtdtest; MAP 44.58%; Not Pooled] dcu [dcudescfr12075; MAP 41.08%; Not Pooled] colesir [CoLesIRfrTst; MAP 39.51%; Not Pooled] 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Monolingual French track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041to 085) 1 unine [UniNEfrr1; MAP 47.57%; Not Pooled] hummingbird [humFR06Rtde; MAP 45.43%; Not Pooled] 0.5 reina [reinaFRtdtest; MAP 44.58%; Not Pooled] Difference dcu [dcudescfr12075; MAP 41.08%; Not Pooled] 0 colesir [CoLesIRfrTst; MAP 39.51%; Not Pooled] −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual French track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086to 130) 1 unine [UniNEfrr1; MAP 47.57%; Not Pooled] hummingbird [humFR06Rtde; MAP 45.43%; Not Pooled] 0.5 reina [reinaFRtdtest; MAP 44.58%; Not Pooled] Difference dcu [dcudescfr12075; MAP 41.08%; Not Pooled] 0 colesir [CoLesIRfrTst; MAP 39.51%; Not Pooled] −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual French track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131to 165) 1 unine [UniNEfrr1; MAP 47.57%; Not Pooled] hummingbird [humFR06Rtde; MAP 45.43%; Not Pooled] 0.5 reina [reinaFRtdtest; MAP 44.58%; Not Pooled] Difference dcu [dcudescfr12075; MAP 41.08%; Not Pooled] 0 colesir [CoLesIRfrTst; MAP 39.51%; Not Pooled] −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual French track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166to 200) 1 unine [UniNEfrr1; MAP 47.57%; Not Pooled] hummingbird [humFR06Rtde; MAP 45.43%; Not Pooled] 0.5 reina [reinaFRtdtest; MAP 44.58%; Not Pooled] Difference dcu [dcudescfr12075; MAP 41.08%; Not Pooled] 0 colesir [CoLesIRfrTst; MAP 39.51%; Not Pooled] −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 40 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-FR-CLEF2006 Ad−Hoc Robust Monolingual French track − Box Plot of the Topics UniNEfrr1 [MAP 47.57%; Not Pooled] dcunarrfr1005 [MAP 45.87%; Not Pooled] humFR06Rtde [MAP 45.43%; Not Pooled] reinaFRtdtest [MAP 44.58%; Not Pooled] reinaFRttest [MAP 44.15%; Not Pooled] humFR06Rtd [MAP 42.74%; Not Pooled] frFSfrR3S [MAP 42.54%; Not Pooled] UniNEfrr3 [MAP 41.92%; Not Pooled] Experiments fryfrRFS3456 [MAP 41.54%; Not Pooled] frx011frRFW3FS3 [MAP 41.41%; Not Pooled] dcudescfr12075 [MAP 41.08%; Not Pooled] dcudescfr12075 [MAP 41.08%; Not Pooled] UniNEfrr2 [MAP 40.00%; Not Pooled] CoLesIRfrTst [MAP 39.51%; Not Pooled] frFSfrR2S [MAP 38.49%; Not Pooled] uhifrmo2 [MAP 29.85%; Not Pooled] uhifrmo1 [MAP 28.50%; Not Pooled] uhifrmo1 [MAP 28.50%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 41 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-FR-CLEF2006 Ad−Hoc Robust Monolingual French track − Tukey T test with "top group" highlighted UniNEfrr1 dcunarrfr1005 humFR06Rtde reinaFRtdtest reinaFRttest humFR06Rtd frFSfrR3S fryfrRFS3456 Experiments frx011frRFW3FS3 UniNEfrr3 dcudescfr12075 dcudescfr12075 UniNEfrr2 CoLesIRfrTst frFSfrR2S uhifrmo2 uhifrmo1 uhifrmo1 0.45 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 0.9 arcsin(sqrt(Mean average precision)) 42 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-FR-CLEF2006 Ad−Hoc Robust Monolingual French track Top 5 Participants − Retrieved documents vs Precision 100% unine [UniNEfrr1; R−Prec 45.45%; Not Pooled] hummingbird [humFR06Rtde; R−Prec 42.77%; Not Pooled] 90% reina [reinaFRtdtest; R−Prec 44.23%; Not Pooled] dcu [dcudescfr12075; R−Prec 37.93%; Not Pooled] colesir [CoLesIRfrTst; R−Prec 37.56%; Not Pooled] 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Monolingual French track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 unine [UniNEfrr1; R−Prec 45.45%; Not Pooled] hummingbird [humFR06Rtde; R−Prec 42.77%; Not Pooled] 0.5 reina [reinaFRtdtest; R−Prec 44.23%; Not Pooled] Difference dcu [dcudescfr12075; R−Prec 37.93%; Not Pooled] 0 colesir [CoLesIRfrTst; R−Prec 37.56%; Not Pooled] −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual French track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 unine [UniNEfrr1; R−Prec 45.45%; Not Pooled] hummingbird [humFR06Rtde; R−Prec 42.77%; Not Pooled] 0.5 reina [reinaFRtdtest; R−Prec 44.23%; Not Pooled] Difference dcu [dcudescfr12075; R−Prec 37.93%; Not Pooled] 0 colesir [CoLesIRfrTst; R−Prec 37.56%; Not Pooled] −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual French track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 unine [UniNEfrr1; R−Prec 45.45%; Not Pooled] hummingbird [humFR06Rtde; R−Prec 42.77%; Not Pooled] 0.5 reina [reinaFRtdtest; R−Prec 44.23%; Not Pooled] Difference dcu [dcudescfr12075; R−Prec 37.93%; Not Pooled] 0 colesir [CoLesIRfrTst; R−Prec 37.56%; Not Pooled] −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual French track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 unine [UniNEfrr1; R−Prec 45.45%; Not Pooled] hummingbird [humFR06Rtde; R−Prec 42.77%; Not Pooled] 0.5 reina [reinaFRtdtest; R−Prec 44.23%; Not Pooled] Difference dcu [dcudescfr12075; R−Prec 37.93%; Not Pooled] 0 colesir [CoLesIRfrTst; R−Prec 37.56%; Not Pooled] −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 43 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-FR-CLEF2006 Ad−Hoc Robust Monolingual French track − Box Plot of the Topics UniNEfrr1 [R−Prec 45.45%; Not Pooled] dcunarrfr1005 [R−Prec 44.55%; Not Pooled] reinaFRtdtest [R−Prec 44.23%; Not Pooled] reinaFRttest [R−Prec 43.52%; Not Pooled] humFR06Rtde [R−Prec 42.77%; Not Pooled] humFR06Rtd [R−Prec 41.97%; Not Pooled] frFSfrR3S [R−Prec 40.96%; Not Pooled] fryfrRFS3456 [R−Prec 40.06%; Not Pooled] Experiments frx011frRFW3FS3 [R−Prec 39.02%; Not Pooled] UniNEfrr3 [R−Prec 38.77%; Not Pooled] UniNEfrr2 [R−Prec 38.34%; Not Pooled] dcudescfr12075 [R−Prec 37.93%; Not Pooled] dcudescfr12075 [R−Prec 37.93%; Not Pooled] frFSfrR2S [R−Prec 37.59%; Not Pooled] CoLesIRfrTst [R−Prec 37.56%; Not Pooled] uhifrmo2 [R−Prec 28.45%; Not Pooled] uhifrmo1 [R−Prec 27.68%; Not Pooled] uhifrmo1 [R−Prec 27.68%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 44 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-FR-CLEF2006 Ad−Hoc Robust Monolingual French track − Tukey T test with "top group" highlighted UniNEfrr1 dcunarrfr1005 reinaFRtdtest reinaFRttest humFR06Rtde humFR06Rtd frFSfrR3S fryfrRFS3456 Experiments frx011frRFW3FS3 frFSfrR2S CoLesIRfrTst UniNEfrr2 UniNEfrr3 dcudescfr12075 dcudescfr12075 uhifrmo2 uhifrmo1 uhifrmo1 0.4 0.45 0.5 0.55 0.6 0.65 0.7 0.75 0.8 arcsin(sqrt(R Precision)) 45 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-FR-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.0580 1.0000 1.0000 1.0000 1.0000 0.8254 0.3569 0.0000 1.0000 1.0000 1.0000 1.0000 0.8056 0.3888 042 0.1976 0.4501 0.4620 0.5215 0.6829 0.4632 0.1199 0.2895 0.4474 0.5132 0.5263 0.6447 0.4846 0.0916 043 0.0081 0.3333 1.0000 1.0000 1.0000 0.6779 0.4339 0.0000 0.0000 1.0000 1.0000 1.0000 0.6111 0.5016 044 0.0946 0.1848 0.2163 0.2754 0.3585 0.2203 0.0644 0.0000 0.0000 0.1667 0.1667 0.3333 0.1204 0.1253 045 0.2409 0.2735 0.4547 0.5622 0.6329 0.4223 0.1380 0.2340 0.3191 0.4362 0.5106 0.5319 0.4090 0.0994 046 0.0125 0.0503 0.0532 0.0850 0.1367 0.0652 0.0308 0.0000 0.0000 0.0714 0.1429 0.1429 0.0714 0.0693 047 0.1274 0.1654 0.2022 0.2322 0.2922 0.1962 0.0451 0.0962 0.2115 0.2404 0.2885 0.3269 0.2393 0.0537 048 0.0032 0.0087 0.0140 0.0163 0.0787 0.0167 0.0162 0.0000 0.0000 0.0000 0.0000 0.1429 0.0079 0.0337 049 0.0046 0.1313 0.1815 0.2165 0.2504 0.1600 0.0811 0.0000 0.1667 0.1667 0.2500 0.3333 0.1852 0.1127 060 0.0000 0.1748 0.2692 0.3208 0.3318 0.2328 0.1057 0.0000 0.2667 0.3056 0.4000 0.4444 0.3012 0.1282 061 0.0331 0.0510 0.0824 0.1920 0.5254 0.1322 0.1200 0.0000 0.0833 0.0833 0.0833 0.4167 0.1019 0.1013 062 0.1914 0.3606 0.4147 0.5611 0.6926 0.4578 0.1434 0.2500 0.3750 0.5000 0.6250 0.6250 0.5000 0.1286 063 0.2228 0.2871 0.4001 0.5140 0.5805 0.3965 0.1211 0.1765 0.2941 0.4706 0.5294 0.5882 0.4085 0.1419 064 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 065 0.0026 0.2000 0.2717 0.2801 0.3792 0.2250 0.1112 0.0000 0.1538 0.2308 0.2308 0.4615 0.2009 0.1154 066 0.8805 0.8946 0.9039 0.9216 0.9471 0.9091 0.0216 0.7647 0.8235 0.8431 0.8627 0.8824 0.8410 0.0307 067 0.3229 0.4221 0.4529 0.5046 0.5820 0.4551 0.0733 0.3684 0.4211 0.4737 0.5263 0.6316 0.4825 0.0750 068 0.1455 0.3403 0.4458 0.4980 0.5581 0.4032 0.1195 0.2000 0.4000 0.4600 0.5200 0.6000 0.4444 0.1163 069 0.2707 0.3437 0.3828 0.4524 0.5525 0.4024 0.0883 0.3750 0.4375 0.4375 0.5000 0.5000 0.4410 0.0453 080 0.0561 0.1375 0.1468 0.1581 0.1634 0.1320 0.0366 0.0323 0.0968 0.1452 0.1935 0.2258 0.1434 0.0577 081 0.4648 0.6002 0.6399 0.6606 0.6770 0.6228 0.0538 0.4706 0.5294 0.5588 0.5882 0.7059 0.5621 0.0503 082 0.0604 0.1660 0.3539 0.7773 0.9228 0.4616 0.3189 0.0625 0.2500 0.4688 0.7500 0.8750 0.4965 0.2774 083 0.1838 0.4167 0.6250 1.0000 1.0000 0.6883 0.2965 0.0000 0.0000 0.5000 1.0000 1.0000 0.5556 0.4162 084 0.1111 0.5000 0.5000 1.0000 1.0000 0.6728 0.3159 0.0000 0.0000 0.0000 1.0000 1.0000 0.4444 0.5113 085 0.1801 0.2447 0.2788 0.3089 0.3777 0.2752 0.0502 0.1667 0.2667 0.3000 0.3333 0.4333 0.2889 0.0686 086 0.0836 0.1533 0.1851 0.2040 0.2240 0.1723 0.0424 0.0833 0.1667 0.1667 0.1944 0.2778 0.1713 0.0439 087 0.0025 0.4038 0.4263 0.4549 0.5473 0.3653 0.1716 0.0000 0.3684 0.4737 0.5263 0.5789 0.4006 0.1929 088 0.4790 0.5956 0.6392 0.6766 0.7612 0.6340 0.0627 0.4839 0.5484 0.5484 0.5806 0.6774 0.5645 0.0522 089 0.3740 0.4593 0.4985 0.6022 0.7769 0.5249 0.1033 0.3913 0.5217 0.5217 0.5217 0.6522 0.5242 0.0796 090 0.0035 0.0896 0.1040 0.1175 0.1334 0.0907 0.0423 0.0000 0.1176 0.1176 0.1765 0.2353 0.1176 0.0669 091 0.0008 0.0358 0.0895 0.1996 0.2308 0.1018 0.0812 0.0000 0.0000 0.0769 0.2308 0.3846 0.1154 0.1158 092 0.1802 0.2107 0.2598 0.3015 0.3962 0.2692 0.0708 0.2500 0.2708 0.3125 0.3333 0.4583 0.3113 0.0487 093 0.8500 0.9667 0.9833 1.0000 1.0000 0.9667 0.0482 0.8000 0.8000 0.9000 1.0000 1.0000 0.9000 0.1029 094 0.0611 0.5538 0.5822 0.6513 0.7656 0.5378 0.1894 0.0000 0.5000 0.5625 0.6250 0.7500 0.5174 0.2043 095 0.1137 0.2449 0.2567 0.2796 0.3050 0.2475 0.0536 0.1864 0.3220 0.3475 0.3785 0.4068 0.3387 0.0563 096 0.1238 0.2702 0.3099 0.3732 0.3966 0.2985 0.0890 0.0000 0.2143 0.2857 0.3571 0.5000 0.2540 0.1369 097 0.1969 0.2510 0.3263 0.4200 0.4706 0.3326 0.0901 0.1429 0.2857 0.2857 0.4286 0.5714 0.3333 0.1470 098 0.0366 0.6047 0.8921 0.9460 0.9658 0.7004 0.3396 0.1111 0.5556 0.7778 0.8889 0.8889 0.6543 0.2772 099 0.0475 0.1297 0.2352 0.2464 0.3162 0.1995 0.0814 0.0588 0.1765 0.3529 0.4118 0.4706 0.3170 0.1443 110 0.5324 0.5633 0.5967 0.6506 0.6882 0.6025 0.0485 0.6154 0.6154 0.6667 0.6923 0.7179 0.6595 0.0361 111 0.0074 0.0266 0.0546 0.1763 0.2374 0.0924 0.0790 0.0000 0.0000 0.0000 0.1667 0.3333 0.0648 0.1013 112 0.3217 0.3835 0.4166 0.4423 0.4837 0.4113 0.0478 0.3333 0.3333 0.4000 0.4667 0.5333 0.4148 0.0629 113 0.0196 0.0280 0.0636 0.0728 0.1544 0.0647 0.0434 0.0000 0.0000 0.0000 0.1111 0.2222 0.0494 0.0871 114 0.1340 0.3333 0.3545 0.4616 0.5998 0.3771 0.1210 0.1667 0.3667 0.3667 0.4667 0.6000 0.3926 0.1020 115 0.3354 0.5264 0.5451 0.6275 0.6927 0.5396 0.1135 0.2000 0.4000 0.4000 0.6000 0.8000 0.5000 0.1572 116 0.2661 0.3242 0.3488 0.4375 0.5391 0.3691 0.0789 0.3000 0.3000 0.4000 0.4000 0.5000 0.3778 0.0647 117 0.0054 0.0474 0.2534 0.3098 0.3539 0.1923 0.1350 0.0000 0.1071 0.2500 0.2857 0.3214 0.1905 0.1213 118 0.0166 0.0323 0.0771 0.0954 0.7137 0.1009 0.1559 0.0000 0.0000 0.0833 0.1667 0.6667 0.1111 0.1617 119 0.1046 0.7250 0.7643 0.8149 0.8642 0.6995 0.1953 0.1375 0.6875 0.7313 0.7750 0.8000 0.6681 0.1699 130 0.5658 0.5836 0.6222 0.6331 0.7196 0.6175 0.0388 0.5385 0.6154 0.6154 0.6923 0.6923 0.6325 0.0563 46 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-FR-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.0959 0.1866 0.3157 0.3538 0.3870 0.2660 0.1017 0.1341 0.2317 0.3659 0.4024 0.4268 0.3164 0.1016 132 0.3811 0.4713 0.4933 0.5437 0.6667 0.5084 0.0780 0.2500 0.2500 0.2500 0.5000 0.7500 0.3472 0.1745 133 0.0127 0.0177 0.0951 0.2008 0.3302 0.1250 0.1005 0.0000 0.0625 0.1875 0.2188 0.3750 0.1701 0.1099 134 0.1641 0.8333 0.9167 0.9167 1.0000 0.7735 0.2722 0.0000 0.6667 0.6667 0.6667 1.0000 0.6111 0.2061 135 0.0112 0.1168 0.3529 0.6290 0.8347 0.4012 0.2832 0.0000 0.1923 0.4135 0.6538 0.7885 0.4199 0.2586 136 0.5833 1.0000 1.0000 1.0000 1.0000 0.9769 0.0982 0.5000 1.0000 1.0000 1.0000 1.0000 0.9722 0.1179 137 0.0006 0.0597 0.1380 0.1959 0.3714 0.1409 0.1099 0.0000 0.0000 0.3333 0.3333 0.3333 0.2037 0.1672 138 0.1070 0.2216 0.4014 0.5693 0.7043 0.3993 0.2114 0.1765 0.2549 0.4216 0.5490 0.6275 0.4139 0.1545 139 0.0449 0.0895 0.1604 0.1939 0.2572 0.1471 0.0666 0.0222 0.0889 0.1333 0.2667 0.3111 0.1691 0.0962 140 0.1623 0.5126 0.5822 0.6157 0.7264 0.5133 0.1824 0.2500 0.5391 0.5703 0.6250 0.6562 0.5195 0.1456 141 0.1000 0.5000 1.0000 1.0000 1.0000 0.7694 0.3465 0.0000 0.0000 1.0000 1.0000 1.0000 0.6667 0.4851 142 0.5862 0.9856 0.9897 1.0000 1.0000 0.9058 0.1700 0.6154 0.9231 0.9231 1.0000 1.0000 0.8761 0.1472 143 0.0750 0.3079 0.3453 0.4673 0.6010 0.3552 0.1490 0.1429 0.2500 0.3214 0.5000 0.6071 0.3472 0.1428 144 0.2939 0.6389 0.9048 1.0000 1.0000 0.8046 0.2325 0.3333 0.6667 0.8333 1.0000 1.0000 0.7593 0.2755 145 0.1307 0.2839 0.4145 0.4588 0.5110 0.3708 0.1144 0.1429 0.2143 0.3571 0.4286 0.5000 0.3492 0.1146 146 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 147 0.0270 0.3689 0.4199 0.4808 0.6751 0.3790 0.1756 0.0000 0.3750 0.5000 0.5000 0.6250 0.4097 0.1705 148 0.0207 0.0278 0.0296 0.0433 0.0927 0.0392 0.0197 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 149 0.4693 0.7862 0.8762 0.9267 1.0000 0.8348 0.1284 0.6000 0.6000 0.6000 0.8000 1.0000 0.7000 0.1237 160 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 161 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 162 0.0724 0.3780 0.7028 0.7998 0.8786 0.5619 0.3028 0.0400 0.4000 0.7000 0.7600 0.8000 0.5267 0.3022 163 0.1571 0.2428 0.3774 0.4533 0.5406 0.3642 0.1234 0.0909 0.2727 0.3636 0.4545 0.6364 0.3737 0.1425 164 0.1972 0.2507 0.4065 0.4819 0.5976 0.3835 0.1262 0.1685 0.3034 0.4607 0.4944 0.5730 0.4101 0.1187 165 0.2667 0.3250 0.4167 0.4500 0.4500 0.3918 0.0606 0.0000 0.0000 0.5000 0.5000 0.5000 0.3333 0.2425 166 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 167 0.1016 0.5000 0.6429 0.8333 1.0000 0.6201 0.2706 0.0000 0.5000 0.5000 0.5000 1.0000 0.4444 0.2357 168 0.0924 0.1721 0.1985 0.2686 0.3940 0.2222 0.0942 0.0769 0.1538 0.2308 0.3077 0.3846 0.2479 0.1041 169 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 170 0.0057 0.0500 0.1458 0.3333 0.5000 0.1786 0.1464 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 171 0.1537 0.1873 0.2956 0.3626 0.4400 0.2842 0.0997 0.0000 0.3333 0.3333 0.3333 0.3333 0.3148 0.0786 172 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 173 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 174 0.9683 1.0000 1.0000 1.0000 1.0000 0.9972 0.0084 0.8571 1.0000 1.0000 1.0000 1.0000 0.9841 0.0462 175 0.5000 1.0000 1.0000 1.0000 1.0000 0.9444 0.1617 0.0000 1.0000 1.0000 1.0000 1.0000 0.8889 0.3234 176 0.8281 0.9258 0.9656 0.9769 0.9950 0.9463 0.0491 0.7895 0.8421 0.8947 0.8947 0.9474 0.8801 0.0352 177 0.1677 0.3154 0.3789 0.5597 0.6698 0.3978 0.1427 0.0000 0.2857 0.2857 0.4286 0.5714 0.3254 0.1454 178 0.0625 0.1296 0.2974 0.4167 0.6711 0.3100 0.1992 0.0000 0.0000 0.3333 0.3333 0.6667 0.2593 0.2695 179 0.0000 0.2204 0.2877 0.3419 0.4638 0.2586 0.1355 0.0000 0.1250 0.2500 0.2500 0.5000 0.2153 0.1343 190 0.0982 0.2241 0.4106 0.4801 0.6522 0.3650 0.1644 0.1176 0.2941 0.4118 0.4706 0.6471 0.3856 0.1386 191 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 192 0.3748 0.5055 0.6696 0.8390 0.9284 0.6662 0.1787 0.4737 0.5263 0.6579 0.7368 0.8421 0.6433 0.1218 193 0.0496 0.3678 0.4203 0.4844 0.5171 0.3539 0.1712 0.0244 0.2927 0.3780 0.4390 0.4634 0.3144 0.1591 194 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 195 0.0122 0.1396 0.2892 0.3867 0.5100 0.2672 0.1575 0.0000 0.1579 0.3158 0.3684 0.4737 0.2690 0.1465 196 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 197 0.8053 0.8358 0.8552 0.8689 0.8970 0.8530 0.0289 0.7176 0.7710 0.7901 0.8092 0.8397 0.7901 0.0309 198 0.0673 0.2266 0.3837 0.4715 0.6952 0.3623 0.1823 0.0000 0.3333 0.3333 0.3333 0.6667 0.2963 0.1943 199 0.5159 0.6233 0.7435 0.7920 0.8389 0.7131 0.0965 0.4848 0.5152 0.6212 0.6667 0.7273 0.6077 0.0822 200 0.0005 0.0166 0.0443 0.1389 0.2761 0.0900 0.0958 0.0000 0.0000 0.0278 0.2222 0.3333 0.0926 0.1220 ALL 0.2850 0.3951 0.4147 0.4415 0.4757 0.4026 0.0570 0.2768 0.3759 0.3890 0.4277 0.4545 0.3858 0.0553 47 48 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-IT-CLEF2006 Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Interpolated Recall vs Average Precision 100% hummingbird [humIT06Rtde; MAP 41.94%; Not Pooled] reina [reinaITtdtest; MAP 38.45%; Not Pooled] 90% dcu [dcudescit1005; MAP 37.73%; Not Pooled] daedalus [itFSitR2S; MAP 35.11%; Not Pooled] colesir [CoLesIRitTst; MAP 32.23%; Not Pooled] 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041to 085) 1 hummingbird [humIT06Rtde; MAP 41.94%; Not Pooled] reina [reinaITtdtest; MAP 38.45%; Not Pooled] 0.5 dcu [dcudescit1005; MAP 37.73%; Not Pooled] Difference daedalus [itFSitR2S; MAP 35.11%; Not Pooled] 0 colesir [CoLesIRitTst; MAP 32.23%; Not Pooled] −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086to 130) 1 hummingbird [humIT06Rtde; MAP 41.94%; Not Pooled] reina [reinaITtdtest; MAP 38.45%; Not Pooled] 0.5 dcu [dcudescit1005; MAP 37.73%; Not Pooled] Difference daedalus [itFSitR2S; MAP 35.11%; Not Pooled] 0 colesir [CoLesIRitTst; MAP 32.23%; Not Pooled] −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131to 165) 1 hummingbird [humIT06Rtde; MAP 41.94%; Not Pooled] reina [reinaITtdtest; MAP 38.45%; Not Pooled] 0.5 dcu [dcudescit1005; MAP 37.73%; Not Pooled] Difference daedalus [itFSitR2S; MAP 35.11%; Not Pooled] 0 colesir [CoLesIRitTst; MAP 32.23%; Not Pooled] −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166to 200) 1 hummingbird [humIT06Rtde; MAP 41.94%; Not Pooled] reina [reinaITtdtest; MAP 38.45%; Not Pooled] 0.5 dcu [dcudescit1005; MAP 37.73%; Not Pooled] Difference daedalus [itFSitR2S; MAP 35.11%; Not Pooled] 0 colesir [CoLesIRitTst; MAP 32.23%; Not Pooled] −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 49 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-IT-CLEF2006 Ad−Hoc Robust Monolingual Italian track − Box Plot of the Topics humIT06Rtde [MAP 41.94%; Not Pooled] dcu1500narrit1005.qy1 [MAP 40.94%; Not Pooled] reinaITtdtest [MAP 38.45%; Not Pooled] itFSitR6S [MAP 37.82%; Not Pooled] ityitRFS3456 [MAP 37.80%; Not Pooled] Experiments dcudescit1005 [MAP 37.73%; Not Pooled] itFSitR4S [MAP 37.61%; Not Pooled] humIT06Rtd [MAP 36.83%; Not Pooled] reinaITttest [MAP 35.62%; Not Pooled] itFSitR2S [MAP 35.11%; Not Pooled] CoLesIRitTst [MAP 32.23%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 50 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-IT-CLEF2006 Ad−Hoc Robust Monolingual Italian track − Tukey T test with "top group" highlighted humIT06Rtde dcu1500narrit1005.qy1 reinaITtdtest itFSitR6S ityitRFS3456 Experiments itFSitR4S dcudescit1005 humIT06Rtd itFSitR2S reinaITttest CoLesIRitTst 0.52 0.54 0.56 0.58 0.6 0.62 0.64 0.66 0.68 0.7 0.72 arcsin(sqrt(Mean average precision)) 51 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-IT-CLEF2006 Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Retrieved documents vs Precision 100% hummingbird [humIT06Rtde; R−Prec 39.70%; Not Pooled] reina [reinaITtdtest; R−Prec 37.15%; Not Pooled] 90% dcu [dcudescit1005; R−Prec 35.21%; Not Pooled] daedalus [itFSitR2S; R−Prec 35.72%; Not Pooled] colesir [CoLesIRitTst; R−Prec 32.06%; Not Pooled] 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 hummingbird [humIT06Rtde; R−Prec 39.70%; Not Pooled] reina [reinaITtdtest; R−Prec 37.15%; Not Pooled] 0.5 dcu [dcudescit1005; R−Prec 35.21%; Not Pooled] Difference daedalus [itFSitR2S; R−Prec 35.72%; Not Pooled] 0 colesir [CoLesIRitTst; R−Prec 32.06%; Not Pooled] −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 hummingbird [humIT06Rtde; R−Prec 39.70%; Not Pooled] reina [reinaITtdtest; R−Prec 37.15%; Not Pooled] 0.5 dcu [dcudescit1005; R−Prec 35.21%; Not Pooled] Difference daedalus [itFSitR2S; R−Prec 35.72%; Not Pooled] 0 colesir [CoLesIRitTst; R−Prec 32.06%; Not Pooled] −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 hummingbird [humIT06Rtde; R−Prec 39.70%; Not Pooled] reina [reinaITtdtest; R−Prec 37.15%; Not Pooled] 0.5 dcu [dcudescit1005; R−Prec 35.21%; Not Pooled] Difference daedalus [itFSitR2S; R−Prec 35.72%; Not Pooled] 0 colesir [CoLesIRitTst; R−Prec 32.06%; Not Pooled] −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual Italian track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 hummingbird [humIT06Rtde; R−Prec 39.70%; Not Pooled] reina [reinaITtdtest; R−Prec 37.15%; Not Pooled] 0.5 dcu [dcudescit1005; R−Prec 35.21%; Not Pooled] Difference daedalus [itFSitR2S; R−Prec 35.72%; Not Pooled] 0 colesir [CoLesIRitTst; R−Prec 32.06%; Not Pooled] −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 52 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-IT-CLEF2006 Ad−Hoc Robust Monolingual Italian track − Box Plot of the Topics humIT06Rtde [R−Prec 39.70%; Not Pooled] dcu1500narrit1005.qy1 [R−Prec 38.86%; Not Pooled] reinaITtdtest [R−Prec 37.15%; Not Pooled] ityitRFS3456 [R−Prec 36.89%; Not Pooled] itFSitR6S [R−Prec 36.49%; Not Pooled] Experiments humIT06Rtd [R−Prec 36.34%; Not Pooled] itFSitR4S [R−Prec 36.03%; Not Pooled] itFSitR2S [R−Prec 35.72%; Not Pooled] reinaITttest [R−Prec 35.63%; Not Pooled] dcudescit1005 [R−Prec 35.21%; Not Pooled] CoLesIRitTst [R−Prec 32.06%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 53 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-IT-CLEF2006 Ad−Hoc Robust Monolingual Italian track − Tukey T test with "top group" highlighted humIT06Rtde dcu1500narrit1005.qy1 reinaITtdtest ityitRFS3456 itFSitR6S Experiments itFSitR4S itFSitR2S humIT06Rtd reinaITttest dcudescit1005 CoLesIRitTst 0.5 0.52 0.54 0.56 0.58 0.6 0.62 0.64 0.66 0.68 arcsin(sqrt(R Precision)) 54 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-IT-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.3799 0.6306 0.6491 0.7008 0.7497 0.6365 0.0990 0.4286 0.5714 0.5714 0.6786 0.7143 0.5974 0.0861 042 0.0499 0.2858 0.3170 0.4134 0.4902 0.3198 0.1229 0.0361 0.3313 0.3494 0.4518 0.5301 0.3625 0.1317 043 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 044 0.0893 0.1341 0.1465 0.2130 0.4167 0.1806 0.0921 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 045 0.1225 0.2052 0.2178 0.2418 0.3219 0.2245 0.0496 0.1190 0.1905 0.2143 0.2560 0.3333 0.2273 0.0633 046 0.0817 0.1054 0.1172 0.1247 0.1784 0.1177 0.0260 0.0625 0.0781 0.1250 0.1875 0.2500 0.1364 0.0614 047 0.0254 0.0308 0.0579 0.0944 0.1096 0.0614 0.0319 0.0000 0.0385 0.0769 0.1154 0.1154 0.0734 0.0470 048 0.0305 0.0791 0.1104 0.1210 0.1297 0.0942 0.0359 0.0800 0.0900 0.1600 0.1600 0.2000 0.1345 0.0411 049 0.1615 0.2366 0.2545 0.2900 0.3231 0.2578 0.0471 0.2414 0.3103 0.3103 0.3448 0.3793 0.3135 0.0421 060 0.1639 0.1957 0.2081 0.2625 0.5457 0.2664 0.1289 0.2535 0.2817 0.2958 0.3873 0.5634 0.3444 0.1129 061 0.2468 0.2730 0.2867 0.3423 0.4598 0.3126 0.0613 0.3125 0.3125 0.3750 0.4375 0.5000 0.3920 0.0744 062 0.3754 0.4310 0.4689 0.5298 0.6416 0.4818 0.0782 0.3846 0.3846 0.3846 0.4615 0.5385 0.4196 0.0529 063 0.4537 0.5459 0.5696 0.6563 0.7645 0.5920 0.0894 0.3750 0.4062 0.5000 0.5000 0.6250 0.4886 0.0876 064 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 065 0.1185 0.1675 0.2333 0.3069 0.3154 0.2357 0.0742 0.1333 0.2667 0.3333 0.3833 0.4667 0.3091 0.0956 066 0.6651 0.7046 0.7928 0.8052 0.8066 0.7616 0.0567 0.5946 0.7027 0.7027 0.7297 0.7568 0.7052 0.0475 067 0.2275 0.3608 0.3867 0.4246 0.4565 0.3737 0.0687 0.2941 0.3529 0.3824 0.4412 0.4412 0.3850 0.0534 068 0.0692 0.2237 0.3657 0.4185 0.5321 0.3249 0.1377 0.1667 0.2583 0.3667 0.4000 0.5000 0.3455 0.1057 069 0.0245 0.0407 0.0456 0.0698 0.0988 0.0545 0.0218 0.0000 0.0000 0.0000 0.1667 0.1667 0.0758 0.0870 080 0.1760 0.3208 0.3908 0.4134 0.4202 0.3610 0.0772 0.2262 0.3393 0.4286 0.4405 0.4524 0.3918 0.0717 081 0.2484 0.3320 0.3404 0.3737 0.4557 0.3493 0.0533 0.3333 0.3704 0.3704 0.4074 0.4815 0.3906 0.0449 082 0.5626 0.5895 0.6312 0.7766 0.9275 0.6908 0.1203 0.4848 0.5227 0.5758 0.6591 0.8182 0.5950 0.0989 083 0.1833 0.5308 0.5956 0.7167 0.7917 0.5895 0.1683 0.0000 0.3333 0.3333 0.6667 0.6667 0.4545 0.2247 084 0.0000 0.0967 0.1188 0.1268 0.1473 0.1049 0.0390 0.0000 0.0000 0.0000 0.0000 0.2500 0.0455 0.1011 085 0.3703 0.5166 0.5411 0.6003 0.6116 0.5397 0.0685 0.3973 0.4932 0.5205 0.5582 0.5753 0.5156 0.0532 086 0.1217 0.1646 0.1847 0.1921 0.2554 0.1794 0.0336 0.1935 0.1935 0.2258 0.2581 0.2903 0.2258 0.0353 087 0.3920 0.4100 0.4429 0.5119 0.6580 0.4781 0.0879 0.3000 0.4000 0.5000 0.5000 0.6000 0.4636 0.0924 088 0.3474 0.3741 0.4173 0.4539 0.4819 0.4137 0.0454 0.3333 0.3333 0.4000 0.4000 0.4667 0.3879 0.0501 089 0.7196 0.7418 0.7444 0.7938 0.9021 0.7714 0.0521 0.7308 0.7692 0.7692 0.7981 0.8462 0.7762 0.0336 090 0.0064 0.0348 0.0861 0.1168 0.1198 0.0738 0.0431 0.0000 0.0000 0.0000 0.3333 0.3333 0.1212 0.1682 091 0.0010 0.0530 0.0632 0.4127 0.5103 0.2060 0.2040 0.0000 0.0000 0.0000 0.4375 0.5000 0.1818 0.2261 092 0.1457 0.2152 0.2328 0.2656 0.2966 0.2350 0.0434 0.1944 0.2222 0.2222 0.2500 0.3333 0.2374 0.0400 093 0.5895 0.6436 0.6571 0.7836 0.8709 0.7034 0.0939 0.6667 0.7778 0.7778 0.7778 0.7778 0.7677 0.0335 094 0.3356 0.3568 0.4223 0.4724 0.5498 0.4243 0.0708 0.4000 0.4125 0.4500 0.4875 0.5500 0.4545 0.0472 095 0.0159 0.0275 0.0322 0.0413 0.0802 0.0384 0.0189 0.0286 0.0571 0.0714 0.1107 0.1571 0.0818 0.0414 096 0.1189 0.1975 0.2445 0.2683 0.3609 0.2365 0.0727 0.0000 0.2500 0.2500 0.3750 0.5000 0.2614 0.1526 097 0.3704 0.5668 0.6326 0.6543 0.6951 0.5964 0.1043 0.5000 0.5000 0.5000 0.5000 0.7500 0.5227 0.0754 098 0.1394 0.1406 0.4854 0.7076 0.8189 0.4504 0.2921 0.1667 0.1875 0.5000 0.5833 0.7500 0.4242 0.2250 099 0.2350 0.3876 0.4260 0.4781 0.6068 0.4262 0.1168 0.2821 0.3654 0.4359 0.4615 0.5641 0.4172 0.0812 110 0.5470 0.7793 0.8310 0.8426 0.8646 0.7947 0.0891 0.5652 0.6957 0.7391 0.7717 0.7826 0.7194 0.0655 111 0.0640 0.1325 0.1453 0.1600 0.3351 0.1554 0.0659 0.0000 0.2727 0.2727 0.2727 0.4545 0.2479 0.1156 112 0.3909 0.3937 0.4608 0.5385 0.6314 0.4813 0.0921 0.3333 0.3333 0.4167 0.5000 0.5833 0.4318 0.0899 113 0.0108 0.0727 0.1012 0.1272 0.1685 0.0987 0.0420 0.0000 0.0556 0.1667 0.1667 0.2778 0.1313 0.0834 114 0.1271 0.3014 0.3808 0.4893 0.5133 0.3741 0.1178 0.0769 0.3846 0.3846 0.3846 0.4615 0.3636 0.1037 115 0.2789 0.3951 0.4162 0.4223 0.5164 0.4137 0.0611 0.4074 0.4444 0.4815 0.5185 0.5185 0.4747 0.0432 116 0.2616 0.3042 0.3599 0.3965 0.4185 0.3517 0.0521 0.3000 0.3000 0.4000 0.4000 0.4000 0.3545 0.0522 117 0.1498 0.2155 0.3549 0.3986 0.4599 0.3210 0.1057 0.1765 0.2500 0.3529 0.5000 0.5882 0.3690 0.1419 118 0.0347 0.1053 0.2171 0.2618 0.4333 0.1940 0.1200 0.0000 0.2500 0.2500 0.2500 0.2500 0.2045 0.1011 119 0.2926 0.5509 0.5985 0.6636 0.7653 0.5918 0.1229 0.3667 0.5000 0.6000 0.6458 0.7167 0.5667 0.1011 130 0.3003 0.3093 0.3609 0.3791 0.4451 0.3553 0.0451 0.3000 0.3500 0.4000 0.4000 0.4500 0.3818 0.0462 55 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-IT-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.0211 0.0701 0.1138 0.2705 0.3288 0.1576 0.1118 0.0488 0.1280 0.1951 0.4268 0.4634 0.2506 0.1524 132 0.2578 0.4187 0.4542 0.5053 0.5812 0.4428 0.0992 0.3333 0.3333 0.3333 0.3333 0.6667 0.3636 0.1005 133 0.1978 0.3586 0.3816 0.4645 0.5993 0.3996 0.1036 0.3125 0.3750 0.4375 0.4844 0.5625 0.4318 0.0813 134 0.4939 0.7731 0.7857 0.8797 0.9667 0.7886 0.1257 0.4000 0.6000 0.6000 0.8000 0.8000 0.6545 0.1572 135 0.0625 0.0665 0.4543 0.6199 0.7413 0.3906 0.2727 0.1558 0.1558 0.4935 0.6006 0.6883 0.4144 0.2148 136 0.5381 0.5837 0.6298 0.6748 0.6965 0.6284 0.0527 0.4167 0.5000 0.5833 0.5833 0.6667 0.5530 0.0770 137 0.2003 0.2961 0.3571 0.4029 0.6042 0.3594 0.1046 0.2500 0.2500 0.5000 0.5000 0.7500 0.4318 0.1617 138 0.1119 0.3182 0.4434 0.6784 0.7867 0.4818 0.2096 0.1538 0.3077 0.4615 0.5962 0.6923 0.4266 0.1766 139 0.0468 0.0566 0.0730 0.1145 0.1178 0.0822 0.0278 0.0000 0.0000 0.0000 0.0000 0.0625 0.0057 0.0188 140 0.1245 0.1456 0.1988 0.3123 0.4821 0.2344 0.1131 0.1600 0.2050 0.2200 0.3550 0.4000 0.2636 0.0876 141 0.3299 0.5547 0.7560 0.9315 1.0000 0.7227 0.2169 0.2857 0.4643 0.5714 0.8571 1.0000 0.6364 0.2246 142 0.7582 0.7582 0.9032 0.9722 0.9952 0.8770 0.1050 0.7857 0.7857 0.8571 0.9286 0.9286 0.8636 0.0674 143 0.1790 0.2672 0.3091 0.3308 0.4327 0.3004 0.0687 0.1923 0.2788 0.3462 0.3846 0.4615 0.3357 0.0771 144 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 145 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 146 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 147 0.0190 0.0865 0.2392 0.2638 0.3358 0.1936 0.1060 0.0000 0.2000 0.2000 0.4000 0.4000 0.2727 0.1348 148 0.0612 0.0938 0.1027 0.1556 0.5400 0.1650 0.1405 0.0000 0.0000 0.0000 0.0000 0.5000 0.0909 0.2023 149 0.2158 0.2842 0.3278 0.3631 0.4788 0.3378 0.0809 0.0000 0.0000 0.3333 0.3333 0.3333 0.1818 0.1741 160 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 161 0.0000 0.0000 0.0000 1.0000 1.0000 0.3648 0.5036 0.0000 0.0000 0.0000 1.0000 1.0000 0.3636 0.5045 162 0.3973 0.5465 0.6043 0.6572 0.7080 0.5956 0.0878 0.4286 0.5000 0.5714 0.6429 0.7143 0.5779 0.0982 163 0.1647 0.4656 0.4989 0.5777 0.6835 0.4837 0.1634 0.1739 0.4891 0.5652 0.6087 0.6957 0.5059 0.1642 164 0.0466 0.1757 0.2333 0.2892 0.3576 0.2285 0.0853 0.0968 0.2339 0.2903 0.3226 0.4194 0.2757 0.0882 165 0.5000 1.0000 1.0000 1.0000 1.0000 0.9545 0.1508 0.0000 1.0000 1.0000 1.0000 1.0000 0.9091 0.3015 166 0.0015 0.0019 0.0036 0.0051 0.0075 0.0038 0.0020 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 167 0.5833 1.0000 1.0000 1.0000 1.0000 0.9470 0.1306 0.5000 1.0000 1.0000 1.0000 1.0000 0.9091 0.2023 168 0.0759 0.2364 0.2692 0.3158 0.4604 0.2728 0.1060 0.0938 0.2578 0.3125 0.3984 0.4688 0.3153 0.1041 169 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 170 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 171 0.2344 0.3597 0.4253 0.4600 0.4923 0.3980 0.0818 0.2857 0.4286 0.4286 0.4286 0.4286 0.4026 0.0578 172 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 173 0.2917 0.5208 0.6429 0.7500 0.8333 0.6251 0.1787 0.0000 0.5000 0.5000 0.5000 0.5000 0.4091 0.2023 174 0.6912 0.7460 0.7528 0.7758 0.8887 0.7654 0.0487 0.6250 0.6250 0.6250 0.6250 0.7500 0.6477 0.0506 175 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 176 0.5063 0.5212 0.5369 0.6221 0.6480 0.5655 0.0560 0.4375 0.5625 0.5625 0.6094 0.6250 0.5625 0.0559 177 0.2665 0.4565 0.4781 0.5610 0.6458 0.4925 0.1065 0.3333 0.3750 0.5000 0.5000 0.5000 0.4545 0.0778 178 0.0791 0.2232 0.2952 0.3113 0.4219 0.2766 0.0916 0.0000 0.2500 0.2500 0.4375 0.5000 0.2955 0.1508 179 0.2199 0.5476 0.5792 0.6833 0.7701 0.5868 0.1438 0.2750 0.5500 0.5500 0.5938 0.6500 0.5500 0.0975 190 0.3425 0.3630 0.4639 0.4897 0.6329 0.4479 0.0899 0.3333 0.4167 0.4167 0.5000 0.5833 0.4545 0.0683 191 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 192 0.2493 0.3636 0.4667 0.5038 0.8093 0.4648 0.1438 0.2903 0.4274 0.4839 0.4839 0.7097 0.4633 0.1033 193 0.1708 0.2032 0.2059 0.4229 0.5860 0.3152 0.1496 0.0000 0.0000 0.2500 0.4375 0.5000 0.2045 0.2185 194 0.0021 0.2988 0.3941 0.5041 0.5225 0.3764 0.1548 0.0000 0.2500 0.3077 0.3846 0.5385 0.3217 0.1411 195 0.4532 0.5344 0.5730 0.6406 0.7728 0.5911 0.0978 0.4167 0.4375 0.5833 0.5833 0.6667 0.5379 0.0863 196 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 197 0.4573 0.6353 0.6652 0.7078 0.7135 0.6521 0.0733 0.4455 0.6000 0.6273 0.6523 0.6727 0.6124 0.0613 198 0.0666 0.1299 0.2681 0.3020 0.3955 0.2319 0.1061 0.0000 0.1429 0.2857 0.2857 0.2857 0.2208 0.0982 199 0.4255 0.4395 0.4693 0.5682 0.7222 0.5164 0.0985 0.3611 0.3681 0.5000 0.5278 0.6111 0.4672 0.0886 200 0.1389 0.3719 0.4547 0.5843 0.6109 0.4476 0.1449 0.1714 0.4071 0.4286 0.5643 0.6571 0.4597 0.1349 ALL 0.3223 0.3592 0.3773 0.3829 0.4194 0.3746 0.0265 0.3206 0.3565 0.3634 0.3708 0.3970 0.3637 0.0198 56 57 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-NL-CLEF2006 Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Interpolated Recall vs Average Precision 100% hummingbird [humNL06Rtde; MAP 51.06%; Not Pooled] daedalus [nlFSnlR2S; MAP 42.39%; Not Pooled] 90% colesir [CoLesIRnlTst; MAP 41.60%; Not Pooled] 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041ot 085) 1 hummingbird [humNL06Rtde; MAP 51.06%; Not Pooled] daedalus [nlFSnlR2S; MAP 42.39%; Not Pooled] 0.5 colesir [CoLesIRnlTst; MAP 41.60%; Not Pooled] Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086ot 130) 1 hummingbird [humNL06Rtde; MAP 51.06%; Not Pooled] daedalus [nlFSnlR2S; MAP 42.39%; Not Pooled] 0.5 colesir [CoLesIRnlTst; MAP 41.60%; Not Pooled] Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131ot 165) 1 hummingbird [humNL06Rtde; MAP 51.06%; Not Pooled] daedalus [nlFSnlR2S; MAP 42.39%; Not Pooled] 0.5 colesir [CoLesIRnlTst; MAP 41.60%; Not Pooled] Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166ot 200) 1 hummingbird [humNL06Rtde; MAP 51.06%; Not Pooled] daedalus [nlFSnlR2S; MAP 42.39%; Not Pooled] 0.5 colesir [CoLesIRnlTst; MAP 41.60%; Not Pooled] Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 58 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-NL-CLEF2006 Ad−Hoc Robust Monolingual Dutch track − Box Plot of the Topics humNL06Rtde [MAP 51.06%; Not Pooled] humNL06Rtd [MAP 46.47%; Not Pooled] nlFSnlR4S [MAP 45.02%; Not Pooled] Experiments nlynlRFS3456 [MAP 44.99%; Not Pooled] nlx011nlRFW4FS4 [MAP 44.88%; Not Pooled] nlFSnlR2S [MAP 42.39%; Not Pooled] CoLesIRnlTst [MAP 41.60%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 59 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-NL-CLEF2006 Ad−Hoc Robust Monolingual Dutch track − Tukey T test with "top group" highlighted humNL06Rtde humNL06Rtd nlFSnlR4S Experiments nlynlRFS3456 nlx011nlRFW4FS4 CoLesIRnlTst nlFSnlR2S 0.65 0.7 0.75 0.8 0.85 0.9 arcsin(sqrt(Mean average precision)) 60 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-NL-CLEF2006 Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Retrieved documents vs Precision 100% hummingbird [humNL06Rtde; R−Prec 48.92%; Not Pooled] daedalus [nlFSnlR2S; R−Prec 39.51%; Not Pooled] 90% colesir [CoLesIRnlTst; R−Prec 39.85%; Not Pooled] 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 hummingbird [humNL06Rtde; R−Prec 48.92%; Not Pooled] daedalus [nlFSnlR2S; R−Prec 39.51%; Not Pooled] 0.5 colesir [CoLesIRnlTst; R−Prec 39.85%; Not Pooled] Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 hummingbird [humNL06Rtde; R−Prec 48.92%; Not Pooled] daedalus [nlFSnlR2S; R−Prec 39.51%; Not Pooled] 0.5 colesir [CoLesIRnlTst; R−Prec 39.85%; Not Pooled] Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 hummingbird [humNL06Rtde; R−Prec 48.92%; Not Pooled] daedalus [nlFSnlR2S; R−Prec 39.51%; Not Pooled] 0.5 colesir [CoLesIRnlTst; R−Prec 39.85%; Not Pooled] Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Monolingual Dutch track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 hummingbird [humNL06Rtde; R−Prec 48.92%; Not Pooled] daedalus [nlFSnlR2S; R−Prec 39.51%; Not Pooled] 0.5 colesir [CoLesIRnlTst; R−Prec 39.85%; Not Pooled] Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 61 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-NL-CLEF2006 Ad−Hoc Robust Monolingual Dutch track − Box Plot of the Topics humNL06Rtde [R−Prec 48.92%; Not Pooled] humNL06Rtd [R−Prec 44.15%; Not Pooled] nlFSnlR4S [R−Prec 42.89%; Not Pooled] Experiments nlynlRFS3456 [R−Prec 42.85%; Not Pooled] nlx011nlRFW4FS4 [R−Prec 42.85%; Not Pooled] CoLesIRnlTst [R−Prec 39.85%; Not Pooled] nlFSnlR2S [R−Prec 39.51%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 62 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-NL-CLEF2006 Ad−Hoc Robust Monolingual Dutch track − Tukey T test with "top group" highlighted humNL06Rtde humNL06Rtd nlFSnlR4S Experiments nlynlRFS3456 nlx011nlRFW4FS4 CoLesIRnlTst nlFSnlR2S 0.62 0.64 0.66 0.68 0.7 0.72 0.74 0.76 0.78 0.8 arcsin(sqrt(R Precision)) 63 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-NL-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.1507 0.1818 0.1826 0.2244 0.2707 0.2018 0.0395 0.1739 0.2283 0.2609 0.2609 0.3043 0.2484 0.0414 042 0.1516 0.1683 0.1695 0.1753 0.1781 0.1691 0.0087 0.1250 0.1667 0.1667 0.2083 0.2083 0.1786 0.0315 043 0.0763 0.4497 0.4595 0.6027 0.7042 0.4653 0.2012 0.2500 0.2500 0.2500 0.4375 0.7500 0.3571 0.1967 044 0.2354 0.2576 0.2747 0.2862 0.2870 0.2696 0.0193 0.2000 0.2667 0.2667 0.2667 0.3333 0.2667 0.0385 045 0.3897 0.3952 0.3979 0.4081 0.4827 0.4104 0.0326 0.3500 0.3500 0.3500 0.4688 0.5250 0.4000 0.0777 046 0.1387 0.1396 0.1641 0.2281 0.2563 0.1789 0.0517 0.2500 0.2500 0.2500 0.3385 0.3542 0.2857 0.0492 047 0.2523 0.2669 0.3089 0.3249 0.3254 0.2956 0.0322 0.2581 0.3065 0.3226 0.3548 0.3548 0.3226 0.0361 048 0.1646 0.1752 0.2063 0.2527 0.3161 0.2170 0.0553 0.1636 0.1636 0.2545 0.2955 0.3455 0.2364 0.0750 049 0.0285 0.0286 0.0488 0.1346 0.1744 0.0763 0.0629 0.0000 0.0000 0.0714 0.1429 0.2143 0.0816 0.0868 060 0.0827 0.0831 0.1005 0.2259 0.3547 0.1546 0.1093 0.0769 0.1154 0.1154 0.2308 0.2692 0.1538 0.0801 061 0.3507 0.3729 0.3778 0.6075 0.6637 0.4764 0.1362 0.3478 0.3913 0.3913 0.5978 0.6522 0.4783 0.1255 062 0.5391 0.5549 0.5791 0.5915 0.5927 0.5742 0.0222 0.5000 0.5000 0.5000 0.5375 0.5500 0.5143 0.0244 063 0.6133 0.6616 0.6653 0.8307 0.8576 0.7306 0.1015 0.5333 0.5333 0.5333 0.7333 0.8000 0.6286 0.1208 064 0.0641 0.1570 0.2929 0.3164 0.3688 0.2481 0.1117 0.1250 0.1562 0.2500 0.3750 0.3750 0.2679 0.1125 065 0.0359 0.0589 0.0963 0.1453 0.1457 0.1010 0.0466 0.0580 0.1268 0.2754 0.3043 0.3043 0.2257 0.1071 066 0.6097 0.6646 0.6896 0.6914 0.7079 0.6747 0.0323 0.6071 0.6250 0.6786 0.7143 0.7143 0.6735 0.0480 067 0.0968 0.1231 0.1535 0.1719 0.2317 0.1531 0.0437 0.1500 0.2000 0.2500 0.2500 0.3000 0.2286 0.0488 068 0.4102 0.4758 0.5402 0.5435 0.6307 0.5221 0.0704 0.3043 0.4457 0.4783 0.5109 0.5652 0.4658 0.0822 069 0.0170 0.0669 0.0849 0.0861 0.1127 0.0747 0.0295 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 080 0.6855 0.8029 0.8130 0.8367 0.8419 0.8021 0.0538 0.6989 0.7903 0.8172 0.8172 0.8280 0.7957 0.0448 081 0.5482 0.6374 0.6670 0.6672 0.8255 0.6649 0.0824 0.5926 0.6019 0.6296 0.6296 0.7037 0.6296 0.0370 082 0.0979 0.2181 0.2278 0.4086 0.5333 0.2918 0.1495 0.1000 0.2000 0.2000 0.3750 0.7000 0.3000 0.2000 083 0.0614 0.0684 0.0834 0.1206 0.2091 0.1022 0.0527 0.0000 0.0000 0.0000 0.0000 0.1667 0.0238 0.0630 084 0.1654 0.5060 0.5123 0.5162 0.5898 0.4737 0.1390 0.3000 0.4000 0.5000 0.5000 0.5000 0.4429 0.0787 085 0.5245 0.5785 0.5795 0.6291 0.6609 0.5957 0.0446 0.6111 0.6667 0.6667 0.7083 0.7222 0.6746 0.0383 086 0.4892 0.5212 0.5384 0.5429 0.6258 0.5418 0.0419 0.4600 0.4850 0.5600 0.5600 0.5800 0.5286 0.0474 087 0.6350 0.6616 0.7262 0.7263 0.7711 0.7050 0.0481 0.4615 0.4615 0.5385 0.5962 0.6154 0.5275 0.0692 088 0.0676 0.1740 0.2096 0.2446 0.2798 0.1991 0.0692 0.0000 0.2500 0.2500 0.5000 0.5000 0.3214 0.1890 089 0.8495 0.8630 0.9105 0.9112 0.9420 0.8935 0.0337 0.7674 0.7965 0.8605 0.8605 0.9070 0.8372 0.0484 090 0.0067 0.1981 0.2396 0.4083 0.4878 0.2636 0.1660 0.0000 0.2404 0.3846 0.4712 0.5385 0.3407 0.1864 091 0.0523 0.0566 0.0933 0.1402 0.1687 0.1013 0.0465 0.1111 0.1111 0.1111 0.1111 0.2222 0.1270 0.0420 092 0.3403 0.4258 0.4341 0.4392 0.4521 0.4225 0.0373 0.3947 0.4013 0.5000 0.5461 0.5526 0.4774 0.0720 093 0.7264 0.7609 0.7707 0.7816 0.7965 0.7686 0.0222 0.7500 0.7625 0.8000 0.8000 0.8500 0.7929 0.0345 094 0.7527 0.7588 0.7683 0.7720 0.7856 0.7677 0.0110 0.7368 0.7895 0.7895 0.7895 0.7895 0.7820 0.0199 095 0.5354 0.5652 0.6565 0.6712 0.6767 0.6242 0.0602 0.5249 0.5407 0.6146 0.6196 0.6279 0.5880 0.0449 096 0.3414 0.3635 0.4228 0.4495 0.4517 0.4070 0.0465 0.3684 0.3684 0.4211 0.4211 0.4211 0.3985 0.0281 097 0.4553 0.5791 0.6844 0.6910 0.6938 0.6299 0.0911 0.4375 0.5156 0.6875 0.7500 0.7500 0.6339 0.1322 098 0.8486 0.8819 0.8819 0.8819 0.8819 0.8772 0.0126 0.6667 0.6667 0.6667 0.6667 0.6667 0.6667 0.0000 099 0.1722 0.2000 0.2566 0.2595 0.2997 0.2360 0.0446 0.1667 0.1667 0.2500 0.3333 0.3333 0.2500 0.0833 110 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 111 0.0009 0.0012 0.0012 0.1780 0.2154 0.0733 0.0998 0.0000 0.0000 0.0000 0.2500 0.3571 0.1122 0.1535 112 0.4335 0.4831 0.5633 0.5825 0.5882 0.5364 0.0635 0.4000 0.5250 0.6000 0.6000 0.6000 0.5571 0.0787 113 0.0045 0.0049 0.0064 0.0064 0.0154 0.0071 0.0038 0.0152 0.0189 0.0303 0.0303 0.0606 0.0303 0.0152 114 0.2364 0.2685 0.4178 0.4257 0.5564 0.3784 0.1135 0.2745 0.3284 0.4314 0.4314 0.5098 0.3950 0.0804 115 0.1542 0.2812 0.3649 0.4089 0.4226 0.3338 0.0970 0.2308 0.4231 0.4615 0.4615 0.5000 0.4231 0.0888 116 0.4624 0.5404 0.6898 0.6954 0.8368 0.6466 0.1267 0.4828 0.6466 0.7241 0.7500 0.8276 0.6946 0.1116 117 0.0693 0.0882 0.1092 0.1209 0.1698 0.1103 0.0323 0.1111 0.1111 0.2222 0.2222 0.2222 0.1746 0.0594 118 0.1509 0.1569 0.1736 0.2048 0.2664 0.1855 0.0414 0.1818 0.1932 0.2273 0.2273 0.2727 0.2208 0.0314 119 0.4910 0.6375 0.6455 0.6528 0.7625 0.6393 0.0791 0.4516 0.5242 0.5806 0.5806 0.6452 0.5576 0.0610 130 0.3704 0.5884 0.7117 0.7196 0.7201 0.6315 0.1299 0.3333 0.4444 0.5556 0.5556 0.6667 0.5079 0.1084 64 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MONO-NL-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.1726 0.2145 0.2153 0.2885 0.3659 0.2492 0.0652 0.2250 0.2312 0.2500 0.3500 0.3500 0.2857 0.0610 132 0.5695 0.5772 0.6105 0.6135 0.7797 0.6223 0.0720 0.3846 0.4615 0.6154 0.6154 0.6154 0.5385 0.0993 133 0.0867 0.1827 0.2082 0.2097 0.4634 0.2211 0.1154 0.1071 0.1786 0.1786 0.1786 0.4643 0.2092 0.1156 134 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 135 0.6602 0.6783 0.7396 0.7447 0.8134 0.7263 0.0526 0.6452 0.6552 0.6694 0.6694 0.7419 0.6728 0.0319 136 0.9429 0.9667 0.9667 0.9917 1.0000 0.9728 0.0205 0.8000 0.8000 0.8000 0.9500 1.0000 0.8571 0.0976 137 0.0002 0.0212 0.0271 0.0383 0.0469 0.0280 0.0154 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 138 0.0028 0.1450 0.2398 0.4099 0.4125 0.2582 0.1604 0.0000 0.1389 0.3333 0.3333 0.3333 0.2381 0.1350 139 0.0723 0.0785 0.0785 0.3180 0.4827 0.1934 0.1654 0.1522 0.1957 0.1957 0.3370 0.4348 0.2547 0.1055 140 0.7383 0.7502 0.7506 0.7831 0.8053 0.7633 0.0250 0.6736 0.6736 0.6736 0.6944 0.7153 0.6855 0.0164 141 0.3179 0.4279 0.6071 0.6071 0.6500 0.5270 0.1251 0.2500 0.3125 0.5000 0.5000 0.5000 0.4286 0.1220 142 0.7232 0.7232 0.7237 0.9958 0.9995 0.8397 0.1452 0.7273 0.7273 0.7273 0.9716 0.9773 0.8312 0.1298 143 0.7389 0.7392 0.7532 0.8270 0.8757 0.7829 0.0553 0.6897 0.6897 0.7241 0.7931 0.7931 0.7389 0.0521 144 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 145 0.1188 0.3373 0.3616 0.3644 0.4468 0.3337 0.1014 0.2143 0.2857 0.2857 0.3393 0.3571 0.2959 0.0493 146 0.2917 0.2961 0.3333 0.6167 0.7500 0.4347 0.2005 0.0000 0.0000 0.0000 0.3750 0.5000 0.1429 0.2440 147 0.1638 0.1835 0.2409 0.2523 0.3576 0.2374 0.0646 0.1667 0.2083 0.3333 0.3333 0.3333 0.2857 0.0813 148 0.5783 0.6279 0.6487 0.6526 0.6779 0.6389 0.0313 0.5952 0.6012 0.6190 0.6369 0.6667 0.6224 0.0255 149 0.8218 0.8351 0.8819 0.8819 1.0000 0.8781 0.0595 0.6667 0.6667 0.6667 0.6667 1.0000 0.7143 0.1260 160 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 161 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 162 0.8410 0.8490 0.8505 0.8624 0.8909 0.8569 0.0167 0.6970 0.7273 0.7273 0.7273 0.7879 0.7316 0.0273 163 0.1376 0.1388 0.1692 0.2410 0.2580 0.1864 0.0530 0.1429 0.1429 0.2143 0.2857 0.4286 0.2347 0.1069 164 0.0305 0.0619 0.0684 0.0809 0.1116 0.0705 0.0245 0.0600 0.1050 0.1800 0.1800 0.1800 0.1429 0.0496 165 0.5435 0.5553 0.7000 0.9583 1.0000 0.7445 0.2020 0.5000 0.5000 0.5000 0.8750 1.0000 0.6429 0.2440 166 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 167 0.3667 0.3667 0.3667 0.8125 1.0000 0.5786 0.2743 0.0000 0.0000 0.0000 0.5000 1.0000 0.2857 0.3934 168 0.0655 0.4341 0.4571 0.4633 0.6071 0.4194 0.1668 0.1212 0.4318 0.5152 0.5152 0.5758 0.4459 0.1512 169 0.0004 0.0112 0.0237 0.0245 0.0268 0.0179 0.0098 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 170 0.5510 0.7410 0.8030 0.8046 0.8533 0.7624 0.1009 0.5000 0.6071 0.7143 0.7679 0.8571 0.6939 0.1217 171 0.0319 0.1150 0.1168 0.3647 0.3843 0.2122 0.1497 0.0556 0.1667 0.1667 0.3194 0.4444 0.2302 0.1300 172 0.1298 0.1730 0.2065 0.2095 0.2213 0.1900 0.0318 0.1429 0.1429 0.2857 0.2857 0.2857 0.2245 0.0764 173 0.5833 0.5833 0.8333 0.9583 1.0000 0.7738 0.1907 0.5000 0.5000 0.5000 0.8750 1.0000 0.6429 0.2440 174 0.6986 0.9276 0.9452 0.9479 0.9620 0.9093 0.0936 0.6087 0.8804 0.9130 0.9130 0.9130 0.8634 0.1135 175 0.0023 0.0024 0.0042 0.0073 0.0098 0.0049 0.0029 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 176 0.9089 0.9120 0.9122 0.9448 0.9600 0.9269 0.0208 0.8000 0.8000 0.8000 0.8375 0.8500 0.8143 0.0244 177 0.0908 0.1396 0.5000 0.5000 0.5000 0.3463 0.1959 0.0000 0.2083 0.5000 0.5000 0.5000 0.3571 0.2025 178 0.4353 0.4680 0.5133 0.5538 0.5629 0.5084 0.0489 0.4286 0.4286 0.4286 0.4286 0.4286 0.4286 0.0000 179 0.2635 0.4479 0.4782 0.4839 0.7377 0.4804 0.1385 0.2903 0.4556 0.4677 0.4677 0.6774 0.4700 0.1123 190 0.3343 0.4075 0.5447 0.5552 0.5586 0.4846 0.0917 0.3871 0.4355 0.6129 0.6129 0.6129 0.5346 0.1018 191 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 192 0.2569 0.3173 0.3661 0.4873 0.6480 0.4053 0.1356 0.4000 0.4333 0.5333 0.5833 0.6667 0.5238 0.0976 193 0.5362 0.6477 0.6498 0.6861 0.7680 0.6576 0.0690 0.5789 0.5789 0.5789 0.6316 0.7368 0.6165 0.0586 194 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 195 0.0052 0.0164 0.0769 0.0769 0.0833 0.0510 0.0348 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 196 0.6110 0.7399 0.8157 0.8401 0.8623 0.7797 0.0881 0.5556 0.6667 0.6667 0.6667 0.6667 0.6508 0.0420 197 0.6638 0.8510 0.9087 0.9098 0.9111 0.8613 0.0909 0.5714 0.7584 0.8067 0.8067 0.8235 0.7647 0.0885 198 0.2111 0.3667 0.4167 0.4167 0.7000 0.4135 0.1458 0.0000 0.0000 0.0000 0.3750 0.5000 0.1429 0.2440 199 0.6999 0.7982 0.8420 0.8455 0.8585 0.8130 0.0551 0.6875 0.7188 0.7500 0.7812 0.7812 0.7455 0.0380 200 0.0322 0.0904 0.1086 0.2101 0.2129 0.1359 0.0726 0.0357 0.0446 0.1429 0.3482 0.3571 0.1888 0.1511 ALL 0.4160 0.4302 0.4499 0.4611 0.5106 0.4520 0.0308 0.3951 0.4060 0.4285 0.4383 0.4892 0.4300 0.0312 65 66 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MULTI-CLEF2006 Ad−Hoc Robust Multilingual track Top 5 Participants − Interpolated Recall vs Average Precision 100% jaen [ujamlrsv2; MAP 27.85%; Not Pooled] daedalus [mlRSFSen2S; MAP 22.67%; Not Pooled] 90% colesir [CoLesIRmultTst; MAP 22.63%; Not Pooled] reina [reinaES2mtdtest; MAP 19.96%; Not Pooled] 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Multilingual track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085 ) 1 jaen [ujamlrsv2; MAP 27.85%; Not Pooled] daedalus [mlRSFSen2S; MAP 22.67%; Not Pooled] 0.5 colesir [CoLesIRmultTst; MAP 22.63%; Not Pooled] Difference reina [reinaES2mtdtest; MAP 19.96%; Not Pooled] 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Multilingual track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130 ) 1 jaen [ujamlrsv2; MAP 27.85%; Not Pooled] daedalus [mlRSFSen2S; MAP 22.67%; Not Pooled] 0.5 colesir [CoLesIRmultTst; MAP 22.63%; Not Pooled] Difference reina [reinaES2mtdtest; MAP 19.96%; Not Pooled] 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Multilingual track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165 ) 1 jaen [ujamlrsv2; MAP 27.85%; Not Pooled] daedalus [mlRSFSen2S; MAP 22.67%; Not Pooled] 0.5 colesir [CoLesIRmultTst; MAP 22.63%; Not Pooled] Difference reina [reinaES2mtdtest; MAP 19.96%; Not Pooled] 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Multilingual track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200 ) 1 jaen [ujamlrsv2; MAP 27.85%; Not Pooled] daedalus [mlRSFSen2S; MAP 22.67%; Not Pooled] 0.5 colesir [CoLesIRmultTst; MAP 22.63%; Not Pooled] Difference reina [reinaES2mtdtest; MAP 19.96%; Not Pooled] 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 67 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MULTI-CLEF2006 Ad−Hoc Robust Multilingual track − Box Plot of the Topics ujamlrsv2 [MAP 27.85%; Not Pooled] ujamllr [MAP 27.11%; Not Pooled] ujamlblr [MAP 27.01%; Not Pooled] ml6XRSFSen4S [MAP 25.67%; Not Pooled] ml5XRSFSen4S [MAP 25.67%; Not Pooled] Experiments ml4XRSFSen4S [MAP 25.65%; Not Pooled] mlRSFSen2S [MAP 22.67%; Not Pooled] CoLesIRmultTst [MAP 22.63%; Not Pooled] reinaES2mtdtest [MAP 19.96%; Not Pooled] reinaES2mttest [MAP 17.31%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 68 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MULTI-CLEF2006 Ad−Hoc Robust Multilingual track − Tukey T test with "top group" highlighted ujamlrsv2 ujamllr ujamlblr ml5XRSFSen4S Experiments ml6XRSFSen4S ml4XRSFSen4S mlRSFSen2S CoLesIRmultTst reinaES2mtdtest reinaES2mttest 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7 arcsin(sqrt(Mean average precision)) 69 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MULTI-CLEF2006 Ad−Hoc Robust Multilingual track Top 5 Participants − Retrieved documents vs Precision 100% jaen [ujamlrsv2; R−Prec 32.70%; Not Pooled] daedalus [mlRSFSen2S; R−Prec 28.75%; Not Pooled] 90% colesir [CoLesIRmultTst; R−Prec 29.02%; Not Pooled] reina [reinaES2mtdtest; R−Prec 27.60%; Not Pooled] 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Multilingual track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 jaen [ujamlrsv2; R−Prec 32.70%; Not Pooled] daedalus [mlRSFSen2S; R−Prec 28.75%; Not Pooled] 0.5 colesir [CoLesIRmultTst; R−Prec 29.02%; Not Pooled] Difference reina [reinaES2mtdtest; R−Prec 27.60%; Not Pooled] 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Multilingual track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 jaen [ujamlrsv2; R−Prec 32.70%; Not Pooled] daedalus [mlRSFSen2S; R−Prec 28.75%; Not Pooled] 0.5 colesir [CoLesIRmultTst; R−Prec 29.02%; Not Pooled] Difference reina [reinaES2mtdtest; R−Prec 27.60%; Not Pooled] 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Multilingual track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 jaen [ujamlrsv2; R−Prec 32.70%; Not Pooled] daedalus [mlRSFSen2S; R−Prec 28.75%; Not Pooled] 0.5 colesir [CoLesIRmultTst; R−Prec 29.02%; Not Pooled] Difference reina [reinaES2mtdtest; R−Prec 27.60%; Not Pooled] 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Multilingual track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 jaen [ujamlrsv2; R−Prec 32.70%; Not Pooled] daedalus [mlRSFSen2S; R−Prec 28.75%; Not Pooled] 0.5 colesir [CoLesIRmultTst; R−Prec 29.02%; Not Pooled] Difference reina [reinaES2mtdtest; R−Prec 27.60%; Not Pooled] 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 70 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MULTI-CLEF2006 Ad−Hoc Robust Multilingual track − Box Plot of the Topics ujamlrsv2 [R−Prec 32.70%; Not Pooled] ujamllr [R−Prec 32.42%; Not Pooled] ujamlblr [R−Prec 32.34%; Not Pooled] ml4XRSFSen4S [R−Prec 30.82%; Not Pooled] ml5XRSFSen4S [R−Prec 30.80%; Not Pooled] Experiments ml6XRSFSen4S [R−Prec 30.76%; Not Pooled] CoLesIRmultTst [R−Prec 29.02%; Not Pooled] mlRSFSen2S [R−Prec 28.75%; Not Pooled] reinaES2mtdtest [R−Prec 27.60%; Not Pooled] reinaES2mttest [R−Prec 25.14%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 71 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MULTI-CLEF2006 Ad−Hoc Robust Multilingual track − Tukey T test with "top group" highlighted ujamlrsv2 ujamlblr ujamllr ml4XRSFSen4S Experiments ml5XRSFSen4S ml6XRSFSen4S CoLesIRmultTst mlRSFSen2S reinaES2mtdtest reinaES2mttest 0.46 0.48 0.5 0.52 0.54 0.56 0.58 0.6 0.62 arcsin(sqrt(R Precision)) 72 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MULTI-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.0977 0.1465 0.1548 0.1599 0.1640 0.1463 0.0206 0.1310 0.2024 0.2083 0.2143 0.2381 0.2036 0.0289 042 0.0000 0.0715 0.1310 0.3001 0.3591 0.1727 0.1304 0.0014 0.2405 0.3076 0.4314 0.4639 0.3100 0.1430 043 0.0489 0.1396 0.4005 0.5654 0.5746 0.3650 0.1927 0.1111 0.3056 0.5278 0.5278 0.5556 0.4278 0.1626 044 0.0701 0.0739 0.0779 0.1056 0.1237 0.0878 0.0186 0.0462 0.0462 0.1077 0.1538 0.1692 0.1046 0.0485 045 0.2647 0.2801 0.3505 0.3681 0.3701 0.3297 0.0432 0.3834 0.4096 0.4444 0.4749 0.4967 0.4431 0.0397 046 0.0176 0.0234 0.0479 0.1013 0.1064 0.0593 0.0392 0.0446 0.0446 0.0759 0.1786 0.1875 0.1071 0.0648 047 0.0724 0.0767 0.0994 0.1214 0.1302 0.0982 0.0219 0.1691 0.1780 0.1869 0.1958 0.2166 0.1890 0.0139 048 0.0068 0.0248 0.0421 0.0512 0.0559 0.0366 0.0181 0.0480 0.0959 0.1310 0.1476 0.1550 0.1181 0.0383 049 0.0397 0.0473 0.0614 0.0674 0.0699 0.0575 0.0118 0.0943 0.1038 0.1321 0.1415 0.1698 0.1292 0.0281 060 0.1002 0.1494 0.1496 0.1859 0.1909 0.1548 0.0293 0.2100 0.2414 0.2821 0.2978 0.3009 0.2734 0.0314 061 0.0229 0.0471 0.0822 0.1464 0.1798 0.0942 0.0545 0.0606 0.0909 0.1313 0.1919 0.2626 0.1485 0.0644 062 0.1445 0.2427 0.2789 0.2923 0.3025 0.2581 0.0488 0.2963 0.3086 0.3333 0.3333 0.3457 0.3259 0.0186 063 0.2425 0.4466 0.4737 0.5095 0.5347 0.4494 0.0923 0.3333 0.4638 0.4819 0.5072 0.5580 0.4775 0.0614 064 0.1812 0.2368 0.3397 0.4183 0.4183 0.3240 0.0946 0.1500 0.3500 0.4000 0.5000 0.5000 0.3900 0.1150 065 0.0261 0.0319 0.0370 0.0372 0.0653 0.0395 0.0125 0.0637 0.0717 0.1036 0.1155 0.1474 0.0988 0.0284 066 0.4174 0.4811 0.5225 0.7197 0.7534 0.5638 0.1287 0.4657 0.4657 0.5397 0.6679 0.7040 0.5610 0.0987 067 0.0233 0.0532 0.0728 0.1625 0.1683 0.0877 0.0564 0.0515 0.1340 0.1856 0.2732 0.2835 0.1830 0.0800 068 0.0177 0.0656 0.1107 0.1243 0.1354 0.0940 0.0401 0.0652 0.1304 0.1812 0.2029 0.2391 0.1659 0.0563 069 0.0263 0.0327 0.1210 0.1392 0.2668 0.1096 0.0759 0.0652 0.0652 0.2174 0.2174 0.3261 0.1761 0.0896 080 0.0426 0.2015 0.2132 0.2202 0.2377 0.1962 0.0557 0.1685 0.3704 0.3768 0.4118 0.4229 0.3690 0.0736 081 0.1958 0.3328 0.4077 0.4805 0.4806 0.3938 0.0988 0.3380 0.4306 0.4931 0.5741 0.5741 0.4926 0.0805 082 0.3047 0.3971 0.4393 0.5664 0.6081 0.4642 0.1055 0.3582 0.4104 0.4440 0.5746 0.5896 0.4813 0.0870 083 0.1282 0.1615 0.1757 0.2539 0.2830 0.1962 0.0546 0.1765 0.2059 0.2353 0.3235 0.3235 0.2500 0.0559 084 0.0833 0.2601 0.2961 0.3186 0.3186 0.2694 0.0727 0.1860 0.3256 0.3488 0.3721 0.3721 0.3372 0.0562 085 0.1876 0.1894 0.2126 0.2397 0.4058 0.2395 0.0727 0.2874 0.2904 0.3204 0.3713 0.4790 0.3431 0.0666 086 0.0719 0.1165 0.1266 0.1658 0.1666 0.1313 0.0299 0.1749 0.2295 0.2432 0.2459 0.2514 0.2347 0.0224 087 0.2880 0.2984 0.3874 0.3977 0.4540 0.3648 0.0632 0.3522 0.3648 0.4151 0.4465 0.5535 0.4201 0.0669 088 0.1716 0.1856 0.2517 0.3090 0.3756 0.2536 0.0753 0.3103 0.3276 0.3621 0.3621 0.4397 0.3552 0.0365 089 0.1058 0.2494 0.3884 0.4110 0.4178 0.3253 0.1250 0.2218 0.3930 0.4630 0.4669 0.5058 0.4125 0.1024 090 0.0507 0.1187 0.1200 0.1475 0.1934 0.1228 0.0426 0.1348 0.2022 0.2135 0.2247 0.2360 0.2034 0.0320 091 0.0492 0.0742 0.0863 0.1711 0.2080 0.1153 0.0584 0.0823 0.1139 0.1234 0.3038 0.3038 0.1873 0.0982 092 0.1371 0.1572 0.1770 0.2233 0.2272 0.1858 0.0334 0.2379 0.2714 0.2862 0.2900 0.3123 0.2788 0.0217 093 0.1057 0.1197 0.3189 0.4879 0.5194 0.3081 0.1971 0.1667 0.2024 0.4286 0.5952 0.5952 0.3988 0.2087 094 0.0899 0.1327 0.1574 0.1743 0.5742 0.1894 0.1377 0.1983 0.2231 0.2273 0.2479 0.5868 0.2686 0.1147 095 0.0221 0.0673 0.0780 0.0842 0.0895 0.0717 0.0203 0.1340 0.2177 0.2381 0.2437 0.2493 0.2250 0.0343 096 0.0466 0.0976 0.1085 0.1159 0.1182 0.0981 0.0256 0.1304 0.1925 0.1988 0.2050 0.2050 0.1876 0.0260 097 0.0628 0.1048 0.1754 0.2131 0.2453 0.1603 0.0627 0.1471 0.1471 0.3015 0.3088 0.3529 0.2515 0.0918 098 0.3485 0.4098 0.4414 0.4543 0.5459 0.4334 0.0567 0.4310 0.5172 0.5431 0.5517 0.5517 0.5190 0.0484 099 0.0158 0.0395 0.0606 0.0805 0.0810 0.0570 0.0225 0.0885 0.1094 0.1458 0.1719 0.1719 0.1380 0.0308 110 0.3083 0.5170 0.5238 0.5568 0.5946 0.5018 0.0882 0.4536 0.5567 0.5670 0.6392 0.6495 0.5784 0.0621 111 0.0301 0.0903 0.0924 0.1040 0.1132 0.0891 0.0240 0.1184 0.1579 0.1711 0.1711 0.2105 0.1658 0.0242 112 0.1338 0.2004 0.2486 0.3434 0.3773 0.2640 0.0832 0.2319 0.2319 0.3188 0.3913 0.4638 0.3188 0.0826 113 0.0002 0.0004 0.0010 0.0014 0.0217 0.0034 0.0066 0.0035 0.0070 0.0123 0.0211 0.0880 0.0229 0.0275 114 0.0470 0.1059 0.1302 0.2693 0.2702 0.1622 0.0821 0.1034 0.1667 0.1868 0.3046 0.3046 0.2167 0.0748 115 0.1132 0.1253 0.1453 0.1458 0.1737 0.1397 0.0168 0.2143 0.2302 0.2460 0.2540 0.2857 0.2452 0.0203 116 0.0941 0.3263 0.3579 0.3772 0.4249 0.3121 0.1144 0.2449 0.3776 0.3980 0.4082 0.4388 0.3714 0.0687 117 0.0242 0.0348 0.0504 0.0901 0.1034 0.0604 0.0308 0.0516 0.0516 0.1355 0.1548 0.1677 0.1148 0.0498 118 0.0115 0.0225 0.0265 0.0496 0.0682 0.0325 0.0196 0.0435 0.0652 0.0761 0.1304 0.1522 0.0891 0.0362 119 0.2602 0.4657 0.5224 0.5471 0.6141 0.4993 0.0942 0.3762 0.5210 0.5304 0.5748 0.6051 0.5308 0.0618 130 0.2574 0.3268 0.3509 0.4277 0.4280 0.3609 0.0596 0.3759 0.4135 0.4361 0.4511 0.4887 0.4323 0.0358 73 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-MULTI-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.1065 0.1466 0.1579 0.1698 0.2146 0.1585 0.0277 0.2322 0.2612 0.2955 0.3087 0.3404 0.2876 0.0336 132 0.0192 0.4303 0.5533 0.5643 0.6122 0.4459 0.2239 0.0135 0.4865 0.5000 0.5676 0.5811 0.4365 0.2053 133 0.0050 0.0063 0.0190 0.0204 0.0216 0.0155 0.0069 0.0419 0.0558 0.0721 0.0791 0.0930 0.0679 0.0166 134 0.1732 0.5924 0.6296 0.7789 0.8997 0.6255 0.2137 0.2963 0.5926 0.6296 0.7037 0.8519 0.6111 0.1640 135 0.0502 0.0524 0.2075 0.2603 0.3525 0.1787 0.1158 0.1297 0.1297 0.3253 0.4032 0.4172 0.2826 0.1201 136 0.1742 0.2298 0.3415 0.4246 0.4535 0.3277 0.0971 0.2571 0.3143 0.4000 0.4286 0.4286 0.3743 0.0638 137 0.0386 0.0469 0.1157 0.1296 0.1586 0.0958 0.0471 0.0800 0.1200 0.1800 0.2000 0.2400 0.1640 0.0515 138 0.0101 0.0186 0.0927 0.3396 0.3397 0.1433 0.1435 0.0420 0.0840 0.1723 0.3697 0.3697 0.1950 0.1297 139 0.0074 0.0155 0.0230 0.0855 0.0998 0.0412 0.0376 0.0481 0.0673 0.1090 0.1474 0.1699 0.1087 0.0400 140 0.1102 0.1376 0.1890 0.1976 0.2036 0.1698 0.0345 0.2517 0.2703 0.3454 0.3936 0.3953 0.3331 0.0585 141 0.4024 0.4680 0.7123 0.7454 0.8033 0.6499 0.1472 0.4706 0.5294 0.7059 0.7941 0.7941 0.6706 0.1246 142 0.3403 0.5669 0.5678 0.8447 0.9182 0.6376 0.2083 0.3547 0.5988 0.5988 0.8023 0.8488 0.6291 0.1745 143 0.1841 0.2437 0.2590 0.2725 0.2862 0.2527 0.0311 0.3436 0.3492 0.3743 0.3911 0.4497 0.3774 0.0323 144 0.1838 0.1969 0.3684 0.4898 0.5243 0.3497 0.1439 0.1667 0.2000 0.4667 0.5000 0.5667 0.3767 0.1626 145 0.0993 0.3876 0.4644 0.4846 0.4994 0.4139 0.1196 0.1452 0.3952 0.5000 0.5161 0.5161 0.4387 0.1166 146 0.0891 0.1710 0.3042 0.3415 0.4300 0.2708 0.1078 0.1667 0.3333 0.3333 0.3333 0.5000 0.3167 0.0946 147 0.0173 0.0599 0.1041 0.4017 0.4335 0.1903 0.1707 0.0648 0.0648 0.1991 0.4722 0.5000 0.2454 0.1885 148 0.0247 0.0292 0.0441 0.0472 0.0700 0.0417 0.0132 0.0800 0.0800 0.0933 0.1067 0.1067 0.0933 0.0109 149 0.2135 0.4992 0.6763 0.6811 0.7262 0.5613 0.1978 0.2821 0.5385 0.6282 0.6410 0.7179 0.5590 0.1494 160 0.0657 0.0657 0.2196 0.2446 0.2688 0.1799 0.0844 0.0000 0.0000 0.2000 0.2000 0.2000 0.1400 0.0966 161 0.0000 0.0003 0.0011 0.0350 0.2815 0.0504 0.0993 0.0000 0.0000 0.0000 0.1111 0.2222 0.0556 0.0944 162 0.2255 0.2900 0.3016 0.4293 0.4846 0.3390 0.0901 0.2832 0.3230 0.3739 0.5044 0.5354 0.4049 0.0967 163 0.2739 0.4020 0.4956 0.6713 0.7021 0.5088 0.1442 0.3522 0.4980 0.5466 0.6235 0.6680 0.5409 0.0951 164 0.0005 0.0066 0.0099 0.0121 0.0764 0.0185 0.0236 0.0147 0.0616 0.0660 0.0733 0.1848 0.0804 0.0482 165 0.0852 0.1083 0.2485 0.3133 0.3487 0.2157 0.1029 0.1053 0.1053 0.3158 0.3684 0.4211 0.2632 0.1289 166 0.0000 0.0017 0.0025 0.0029 0.0045 0.0024 0.0013 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 167 0.3028 0.3617 0.3822 0.4200 0.4596 0.3859 0.0459 0.3200 0.3600 0.4200 0.4400 0.4400 0.4000 0.0499 168 0.0888 0.1063 0.1237 0.1714 0.1743 0.1322 0.0328 0.1842 0.2105 0.2270 0.2763 0.2763 0.2342 0.0323 169 0.0002 0.0057 0.0064 0.0126 0.0146 0.0081 0.0045 0.0000 0.0000 0.0000 0.0000 0.0526 0.0105 0.0222 170 0.0902 0.1760 0.2701 0.5139 0.5139 0.3025 0.1638 0.1905 0.3333 0.3333 0.4762 0.4762 0.3571 0.1082 171 0.0665 0.0704 0.0779 0.0846 0.1214 0.0818 0.0168 0.0847 0.1017 0.1271 0.1356 0.2203 0.1288 0.0393 172 0.0068 0.0111 0.0540 0.0782 0.1195 0.0552 0.0405 0.0000 0.0357 0.1071 0.1786 0.2143 0.1107 0.0703 173 0.1880 0.4175 0.6827 0.6924 0.7348 0.5692 0.1838 0.1600 0.4400 0.6600 0.6800 0.6800 0.5560 0.1743 174 0.1244 0.4697 0.5605 0.7805 0.8356 0.5640 0.2396 0.2069 0.4713 0.5920 0.7241 0.7816 0.5609 0.1965 175 0.1369 0.2215 0.3303 0.4348 0.5472 0.3356 0.1282 0.1818 0.3182 0.3409 0.4545 0.5909 0.3682 0.1221 176 0.5362 0.7432 0.8195 0.8657 0.8773 0.7695 0.1284 0.6000 0.7510 0.7816 0.7959 0.7959 0.7478 0.0769 177 0.0331 0.1587 0.1706 0.1786 0.2064 0.1615 0.0484 0.0968 0.2097 0.2258 0.2258 0.2419 0.2113 0.0413 178 0.0033 0.0060 0.0309 0.0519 0.1542 0.0487 0.0552 0.0315 0.0394 0.1181 0.1417 0.2992 0.1260 0.0937 179 0.1238 0.1433 0.2646 0.2671 0.2807 0.2161 0.0685 0.1871 0.2109 0.3537 0.3844 0.3844 0.3034 0.0888 190 0.0035 0.0577 0.1085 0.1622 0.1633 0.0992 0.0596 0.0229 0.1374 0.2137 0.2595 0.2595 0.1832 0.0867 191 0.0204 0.0204 0.1625 1.0000 1.0000 0.3928 0.4429 0.0000 0.0000 0.0000 1.0000 1.0000 0.3000 0.4830 192 0.0604 0.1027 0.1620 0.2905 0.3133 0.1893 0.0969 0.1206 0.1773 0.2057 0.3546 0.3901 0.2518 0.1039 193 0.0796 0.2095 0.2475 0.2603 0.2615 0.2195 0.0611 0.1439 0.2734 0.2806 0.2950 0.3309 0.2705 0.0503 194 0.0018 0.0459 0.0548 0.2150 0.2385 0.1090 0.0928 0.0000 0.0833 0.1250 0.2917 0.2917 0.1625 0.1084 195 0.0177 0.0792 0.1164 0.1730 0.1927 0.1155 0.0633 0.0328 0.1639 0.1885 0.2295 0.3279 0.1951 0.0922 196 0.3072 0.5268 0.5524 0.5620 0.6175 0.5149 0.1017 0.3636 0.5758 0.6061 0.6061 0.6364 0.5636 0.0917 197 0.2632 0.3982 0.4456 0.5326 0.5389 0.4456 0.0865 0.3627 0.5142 0.5551 0.5997 0.6062 0.5407 0.0715 198 0.0282 0.0588 0.0959 0.2237 0.2238 0.1193 0.0793 0.0909 0.0909 0.1212 0.2121 0.2121 0.1455 0.0586 199 0.4257 0.6278 0.7116 0.7255 0.7257 0.6547 0.1137 0.5615 0.6352 0.6803 0.6803 0.7090 0.6582 0.0486 200 0.1097 0.2047 0.2773 0.3119 0.3123 0.2489 0.0696 0.2463 0.3005 0.3374 0.3399 0.3744 0.3236 0.0389 ALL 0.1731 0.2263 0.2566 0.2701 0.2785 0.2415 0.0344 0.2514 0.2875 0.3078 0.3234 0.3270 0.3003 0.0241 74 75 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2DE-CLEF2006 Ad−Hoc Robust Bilingual German track Top 5 Participants − Interpolated Recall vs Average Precision 100% daedalus [deFSdeRSen2S; MAP 29.16%; Not Pooled] colesir [CoLesIRendeTst; MAP 25.24%; Not Pooled] 90% 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Bilingual German track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041 to085) 1 daedalus [deFSdeRSen2S; MAP 29.16%; Not Pooled] colesir [CoLesIRendeTst; MAP 25.24%; Not Pooled] 0.5 Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Bilingual German track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086 to130) 1 daedalus [deFSdeRSen2S; MAP 29.16%; Not Pooled] colesir [CoLesIRendeTst; MAP 25.24%; Not Pooled] 0.5 Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Bilingual German track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131 to165) 1 daedalus [deFSdeRSen2S; MAP 29.16%; Not Pooled] colesir [CoLesIRendeTst; MAP 25.24%; Not Pooled] 0.5 Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Bilingual German track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166 to200) 1 daedalus [deFSdeRSen2S; MAP 29.16%; Not Pooled] colesir [CoLesIRendeTst; MAP 25.24%; Not Pooled] 0.5 Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 76 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2DE-CLEF2006 Ad−Hoc Robust Bilingual German track − Box Plot of the Topics deFSdeRSen3S [MAP 32.44%; Not Pooled] deFSdeRSen4S [MAP 32.22%; Not Pooled] Experiments deydeRSenFS3456 [MAP 32.13%; Not Pooled] deFSdeRSen2S [MAP 29.16%; Not Pooled] CoLesIRendeTst [MAP 25.24%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 77 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2DE-CLEF2006 Ad−Hoc Robust Bilingual German track − Tukey T test with "top group" highlighted deFSdeRSen3S deFSdeRSen4S Experiments deydeRSenFS3456 deFSdeRSen2S CoLesIRendeTst 0.42 0.44 0.46 0.48 0.5 0.52 0.54 0.56 0.58 arcsin(sqrt(Mean average precision)) 78 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2DE-CLEF2006 Ad−Hoc Robust Bilingual German track Top 5 Participants − Retrieved documents vs Precision 100% daedalus [deFSdeRSen2S; R−Prec 30.15%; Not Pooled] colesir [CoLesIRendeTst; R−Prec 26.40%; Not Pooled] 90% 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Bilingual German track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 daedalus [deFSdeRSen2S; R−Prec 30.15%; Not Pooled] colesir [CoLesIRendeTst; R−Prec 26.40%; Not Pooled] 0.5 Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Bilingual German track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 daedalus [deFSdeRSen2S; R−Prec 30.15%; Not Pooled] colesir [CoLesIRendeTst; R−Prec 26.40%; Not Pooled] 0.5 Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Bilingual German track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 daedalus [deFSdeRSen2S; R−Prec 30.15%; Not Pooled] colesir [CoLesIRendeTst; R−Prec 26.40%; Not Pooled] 0.5 Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Bilingual German track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 daedalus [deFSdeRSen2S; R−Prec 30.15%; Not Pooled] colesir [CoLesIRendeTst; R−Prec 26.40%; Not Pooled] 0.5 Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 79 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2DE-CLEF2006 Ad−Hoc Robust Bilingual German track − Box Plot of the Topics deFSdeRSen4S [R−Prec 33.20%; Not Pooled] deFSdeRSen3S [R−Prec 33.16%; Not Pooled] Experiments deydeRSenFS3456 [R−Prec 33.15%; Not Pooled] deFSdeRSen2S [R−Prec 30.15%; Not Pooled] CoLesIRendeTst [R−Prec 26.40%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 80 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2DE-CLEF2006 Ad−Hoc Robust Bilingual German track − Tukey T test with "top group" highlighted deFSdeRSen3S deFSdeRSen4S Experiments deydeRSenFS3456 deFSdeRSen2S CoLesIRendeTst 0.42 0.44 0.46 0.48 0.5 0.52 0.54 0.56 0.58 arcsin(sqrt(R Precision)) 81 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2DE-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.0085 0.0085 0.0090 0.0312 0.0643 0.0221 0.0241 0.0357 0.0625 0.0714 0.0714 0.0714 0.0643 0.0160 042 0.5768 0.6906 0.7409 0.7428 0.7447 0.7066 0.0728 0.6179 0.6533 0.6887 0.6922 0.7028 0.6726 0.0335 043 0.0008 0.0538 0.1021 0.1297 0.1370 0.0877 0.0548 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 044 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 045 0.5402 0.5696 0.5995 0.6025 0.6038 0.5850 0.0269 0.5377 0.5731 0.5943 0.5991 0.6132 0.5849 0.0283 046 0.0348 0.1508 0.2133 0.2254 0.2576 0.1820 0.0859 0.0000 0.1500 0.2000 0.2250 0.3000 0.1800 0.1095 047 0.0055 0.0083 0.0423 0.0453 0.0478 0.0299 0.0207 0.0208 0.0208 0.0417 0.0469 0.0625 0.0375 0.0174 048 0.0037 0.0080 0.0102 0.0105 0.0107 0.0089 0.0029 0.0000 0.0273 0.0364 0.0409 0.0545 0.0327 0.0199 049 0.0307 0.0390 0.0419 0.0435 0.0460 0.0406 0.0058 0.0556 0.0556 0.0556 0.0833 0.1667 0.0778 0.0497 060 0.1800 0.1821 0.1833 0.2294 0.2829 0.2081 0.0437 0.2456 0.2588 0.2807 0.3377 0.4035 0.3018 0.0625 061 0.0396 0.0808 0.1273 0.1541 0.1670 0.1156 0.0504 0.0465 0.0988 0.2326 0.2791 0.2791 0.1907 0.1045 062 0.3373 0.3523 0.3859 0.4509 0.5167 0.4052 0.0712 0.3333 0.3333 0.3333 0.4444 0.4444 0.3778 0.0609 063 0.4083 0.4916 0.5371 0.5531 0.5650 0.5158 0.0624 0.4211 0.5197 0.5789 0.5921 0.6316 0.5526 0.0789 064 0.5000 0.8750 1.0000 1.0000 1.0000 0.9000 0.2236 0.0000 0.7500 1.0000 1.0000 1.0000 0.8000 0.4472 065 0.0000 0.0004 0.0007 0.0147 0.0187 0.0067 0.0088 0.0000 0.0000 0.0000 0.0692 0.0923 0.0308 0.0435 066 0.6287 0.7333 0.7718 0.7746 0.7799 0.7443 0.0647 0.6667 0.6667 0.6863 0.6912 0.7059 0.6824 0.0164 067 0.0180 0.0610 0.0927 0.0937 0.0942 0.0748 0.0327 0.0200 0.1250 0.1800 0.1850 0.2000 0.1480 0.0729 068 0.1516 0.1597 0.1724 0.1916 0.1932 0.1741 0.0180 0.1818 0.1989 0.2045 0.2102 0.2273 0.2045 0.0161 069 0.1167 0.1261 0.1871 0.3051 0.3769 0.2182 0.1099 0.1429 0.2500 0.4286 0.4286 0.4286 0.3429 0.1278 080 0.1519 0.3990 0.5001 0.5094 0.5153 0.4312 0.1566 0.2250 0.4563 0.5333 0.5417 0.5417 0.4750 0.1398 081 0.3510 0.4691 0.5715 0.5818 0.5836 0.5191 0.0989 0.4000 0.5050 0.6000 0.6400 0.6400 0.5640 0.1004 082 0.2562 0.5715 0.7388 0.8038 0.8123 0.6569 0.2305 0.2593 0.5926 0.7037 0.7778 0.7778 0.6444 0.2185 083 0.1695 0.1744 0.1772 0.2129 0.2199 0.1906 0.0229 0.1111 0.1111 0.3333 0.3333 0.3333 0.2444 0.1217 084 0.0000 0.0000 0.0000 0.1000 0.1000 0.0400 0.0548 0.0000 0.0000 0.0000 0.2000 0.2000 0.0800 0.1095 085 0.4048 0.5551 0.6808 0.6974 0.7318 0.6217 0.1295 0.4595 0.5405 0.6216 0.6351 0.6757 0.5892 0.0820 086 0.1650 0.1735 0.1925 0.1982 0.2037 0.1868 0.0157 0.2432 0.2432 0.2432 0.2725 0.3063 0.2595 0.0273 087 0.1487 0.2298 0.2808 0.2831 0.2855 0.2508 0.0582 0.1765 0.2206 0.2353 0.2353 0.2353 0.2235 0.0263 088 0.4172 0.4434 0.4905 0.5049 0.5356 0.4780 0.0451 0.5345 0.5474 0.5690 0.5905 0.6034 0.5690 0.0273 089 0.3388 0.3570 0.3917 0.3939 0.3946 0.3764 0.0248 0.4207 0.4310 0.4621 0.4655 0.4759 0.4510 0.0227 090 0.1047 0.1151 0.1268 0.1281 0.1281 0.1212 0.0100 0.1875 0.1875 0.1875 0.1875 0.1875 0.1875 0.0000 091 0.0007 0.0008 0.0013 0.0145 0.0531 0.0115 0.0232 0.0000 0.0000 0.0312 0.0391 0.0625 0.0250 0.0261 092 0.1311 0.1537 0.1657 0.1719 0.1797 0.1614 0.0183 0.1471 0.1471 0.1765 0.2132 0.2353 0.1824 0.0383 093 0.6549 0.6882 0.7377 0.7470 0.7551 0.7183 0.0412 0.7222 0.7431 0.7500 0.7569 0.7778 0.7500 0.0196 094 0.0601 0.0642 0.0742 0.2035 0.4965 0.1604 0.1887 0.1250 0.1484 0.1562 0.2656 0.5000 0.2250 0.1553 095 0.0179 0.0226 0.0278 0.0862 0.0933 0.0494 0.0361 0.0455 0.0523 0.0545 0.1295 0.1364 0.0836 0.0443 096 0.0948 0.1009 0.1084 0.1116 0.1173 0.1066 0.0084 0.1111 0.1111 0.1852 0.1852 0.1852 0.1556 0.0406 097 0.0567 0.0858 0.0969 0.1255 0.1723 0.1063 0.0419 0.1333 0.1333 0.2000 0.2167 0.2667 0.1867 0.0558 098 0.4061 0.4264 0.4357 0.4465 0.4724 0.4370 0.0236 0.4400 0.5300 0.6000 0.6100 0.6400 0.5680 0.0769 099 0.0008 0.0057 0.0098 0.0105 0.0112 0.0079 0.0042 0.0000 0.0000 0.0112 0.0197 0.0449 0.0135 0.0185 110 0.3677 0.4544 0.4899 0.5202 0.5278 0.4773 0.0640 0.5000 0.5313 0.5417 0.5521 0.5833 0.5417 0.0295 111 0.0143 0.0222 0.0423 0.0446 0.0460 0.0343 0.0140 0.0000 0.0000 0.0000 0.1250 0.1250 0.0500 0.0685 112 0.5643 0.6276 0.6495 0.6650 0.6721 0.6395 0.0431 0.5000 0.5536 0.6429 0.6429 0.6429 0.6000 0.0639 113 0.0044 0.0055 0.0156 0.0371 0.0916 0.0273 0.0365 0.0000 0.0000 0.0400 0.0700 0.1600 0.0480 0.0657 114 0.0890 0.1462 0.1803 0.2067 0.2662 0.1775 0.0632 0.1071 0.1875 0.2143 0.2143 0.2143 0.1929 0.0479 115 0.0459 0.0583 0.2164 0.2767 0.2799 0.1761 0.1142 0.1250 0.1250 0.3333 0.3333 0.3333 0.2500 0.1141 116 0.4938 0.5237 0.6598 0.6650 0.6712 0.6043 0.0839 0.5484 0.5484 0.5806 0.6210 0.6452 0.5871 0.0421 117 0.0803 0.0849 0.1424 0.1444 0.1486 0.1202 0.0337 0.1111 0.1611 0.2000 0.2111 0.2444 0.1867 0.0487 118 0.0022 0.0141 0.0188 0.0323 0.0592 0.0243 0.0211 0.0000 0.0000 0.0000 0.0278 0.1111 0.0222 0.0497 119 0.4462 0.4571 0.4626 0.5011 0.6126 0.4892 0.0694 0.4792 0.4792 0.4792 0.4974 0.5521 0.4937 0.0326 130 0.0001 0.1295 0.5970 0.6204 0.6408 0.4048 0.2974 0.0000 0.2000 0.6000 0.6000 0.6000 0.4133 0.2724 82 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2DE-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.0350 0.1772 0.2325 0.2415 0.2579 0.1972 0.0915 0.1212 0.2689 0.3333 0.3523 0.3636 0.2970 0.0997 132 0.6156 0.6215 0.6565 0.6877 0.7399 0.6611 0.0495 0.5357 0.6161 0.6429 0.7232 0.7500 0.6571 0.0822 133 0.0004 0.0039 0.0187 0.0287 0.0548 0.0198 0.0213 0.0091 0.0295 0.0727 0.0818 0.1091 0.0600 0.0384 134 0.6469 0.6469 0.6633 0.7401 0.8638 0.7039 0.0918 0.5714 0.5714 0.5714 0.7500 0.8571 0.6571 0.1278 135 0.0057 0.0075 0.0192 0.0277 0.0484 0.0205 0.0170 0.0000 0.0000 0.0345 0.0632 0.0805 0.0345 0.0354 136 0.0000 0.3901 0.6226 0.6226 0.6226 0.4776 0.2706 0.0000 0.3214 0.5714 0.5714 0.5714 0.4286 0.2474 137 0.1111 0.2778 0.3333 0.3750 0.5000 0.3222 0.1383 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 138 0.1450 0.2937 0.5838 0.6250 0.7039 0.4749 0.2268 0.1613 0.2581 0.6452 0.6855 0.7097 0.4968 0.2526 139 0.0014 0.0019 0.0025 0.0030 0.0031 0.0024 0.0007 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 140 0.0012 0.0012 0.0019 0.0130 0.0464 0.0105 0.0200 0.0000 0.0000 0.0247 0.0525 0.1358 0.0370 0.0566 141 0.5386 0.6971 0.7500 0.7500 0.7500 0.7077 0.0945 0.6250 0.7188 0.7500 0.7500 0.7500 0.7250 0.0559 142 0.3629 0.3630 0.3642 0.4512 0.7114 0.4332 0.1555 0.4000 0.4000 0.4000 0.4923 0.7692 0.4738 0.1651 143 0.1488 0.1518 0.1550 0.2038 0.2264 0.1759 0.0342 0.2222 0.2341 0.2540 0.2579 0.2698 0.2476 0.0181 144 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 145 0.1946 0.4871 0.6088 0.6939 0.7029 0.5563 0.2086 0.2000 0.4250 0.6000 0.7000 0.7000 0.5400 0.2074 146 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 147 0.0336 0.0630 0.1178 0.1661 0.1761 0.1126 0.0600 0.0690 0.1207 0.1724 0.2500 0.2759 0.1793 0.0823 148 0.0025 0.0026 0.0026 0.0105 0.0340 0.0089 0.0141 0.0000 0.0000 0.0000 0.0208 0.0833 0.0167 0.0373 149 0.7845 0.8337 0.8507 0.9310 0.9764 0.8755 0.0731 0.7500 0.8125 0.8333 0.8542 0.9167 0.8333 0.0589 160 0.3333 0.8333 1.0000 1.0000 1.0000 0.8667 0.2981 0.0000 0.7500 1.0000 1.0000 1.0000 0.8000 0.4472 161 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 162 0.3350 0.4287 0.4760 0.4818 0.4838 0.4472 0.0634 0.3333 0.4896 0.5417 0.5937 0.6250 0.5250 0.1126 163 0.1290 0.1460 0.1877 0.2458 0.3600 0.2072 0.0907 0.1915 0.2234 0.2553 0.3298 0.4255 0.2809 0.0895 164 0.0003 0.0019 0.0025 0.0027 0.0031 0.0022 0.0011 0.0000 0.0104 0.0139 0.0139 0.0139 0.0111 0.0062 165 0.1728 0.2014 0.3519 0.4181 0.5357 0.3300 0.1450 0.2500 0.2500 0.2500 0.5000 0.5000 0.3500 0.1369 166 0.0024 0.0041 0.0050 0.0062 0.0094 0.0053 0.0025 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 167 0.7000 0.7250 0.7333 0.7776 0.8875 0.7590 0.0735 0.5000 0.5000 0.5000 0.5625 0.7500 0.5500 0.1118 168 0.0561 0.0698 0.0771 0.0852 0.0875 0.0759 0.0123 0.0588 0.0588 0.0588 0.1176 0.1176 0.0824 0.0322 169 0.0000 0.0000 0.0000 0.0002 0.0007 0.0001 0.0003 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 170 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 171 0.0393 0.0730 0.0860 0.1252 0.1905 0.1007 0.0555 0.0000 0.0938 0.1250 0.2812 0.3750 0.1750 0.1425 172 0.0000 0.0000 0.0000 0.0023 0.0090 0.0018 0.0040 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 173 0.6703 0.8318 0.9319 0.9336 0.9387 0.8717 0.1146 0.7000 0.7750 0.8000 0.8000 0.8000 0.7800 0.0447 174 0.6787 0.8148 0.8630 0.8898 0.9267 0.8412 0.0947 0.6389 0.7639 0.8056 0.8125 0.8333 0.7778 0.0786 175 0.5058 0.7467 0.8390 0.8612 0.8613 0.7789 0.1534 0.5455 0.6818 0.7273 0.8182 0.8182 0.7273 0.1113 176 0.7703 0.8515 0.9194 0.9252 0.9363 0.8852 0.0677 0.7297 0.7703 0.8784 0.8784 0.8784 0.8297 0.0693 177 0.0102 0.0262 0.1456 0.1468 0.1489 0.0965 0.0695 0.0000 0.0000 0.1429 0.1429 0.1429 0.0857 0.0782 178 0.0000 0.0008 0.0016 0.0018 0.0022 0.0013 0.0008 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 179 0.0941 0.2948 0.4101 0.4161 0.4293 0.3414 0.1405 0.0816 0.3112 0.4286 0.4490 0.4490 0.3592 0.1572 190 0.1676 0.4267 0.5322 0.5437 0.5439 0.4601 0.1640 0.2807 0.4912 0.5614 0.5789 0.5789 0.5123 0.1298 191 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 192 0.0049 0.0595 0.0809 0.1082 0.1452 0.0809 0.0503 0.0000 0.1154 0.1923 0.2019 0.2308 0.1538 0.0902 193 0.4397 0.4859 0.5056 0.5285 0.5370 0.5018 0.0377 0.4706 0.4706 0.5294 0.5368 0.5588 0.5118 0.0395 194 0.5500 0.5807 0.7000 0.7333 0.8333 0.6748 0.1107 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.0000 195 0.0010 0.0676 0.1489 0.2238 0.2317 0.1385 0.0960 0.0000 0.2069 0.3103 0.3103 0.3103 0.2414 0.1358 196 0.5300 0.7158 0.7908 0.8906 0.9583 0.7850 0.1597 0.5000 0.6250 0.6667 0.8333 0.8333 0.7000 0.1394 197 0.5549 0.5550 0.5625 0.5799 0.5831 0.5669 0.0133 0.5082 0.5512 0.5656 0.5799 0.5984 0.5623 0.0331 198 0.0001 0.0001 0.0003 0.0011 0.0017 0.0006 0.0007 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 199 0.7056 0.7189 0.7542 0.7570 0.7618 0.7401 0.0244 0.7083 0.7396 0.7500 0.7552 0.7708 0.7458 0.0228 200 0.0093 0.0314 0.0985 0.1329 0.1589 0.0860 0.0613 0.0152 0.0265 0.1818 0.1894 0.2121 0.1242 0.0936 ALL 0.2524 0.2818 0.3213 0.3228 0.3244 0.3024 0.0310 0.2640 0.2921 0.3315 0.3317 0.3320 0.3121 0.0299 83 84 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2ES-CLEF2006 Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Interpolated Recall vs Average Precision 100% reina [reinaIT2EStdtest; MAP 36.93%; Not Pooled] dcu [dcuitqydescsp12075; MAP 33.22%; Not Pooled] 90% daedalus [esFSesRLit2S; MAP 26.89%; Not Pooled] 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041ot 085) 1 reina [reinaIT2EStdtest; MAP 36.93%; Not Pooled] dcu [dcuitqydescsp12075; MAP 33.22%; Not Pooled] 0.5 daedalus [esFSesRLit2S; MAP 26.89%; Not Pooled] Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086ot 130) 1 reina [reinaIT2EStdtest; MAP 36.93%; Not Pooled] dcu [dcuitqydescsp12075; MAP 33.22%; Not Pooled] 0.5 daedalus [esFSesRLit2S; MAP 26.89%; Not Pooled] Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131ot 165) 1 reina [reinaIT2EStdtest; MAP 36.93%; Not Pooled] dcu [dcuitqydescsp12075; MAP 33.22%; Not Pooled] 0.5 daedalus [esFSesRLit2S; MAP 26.89%; Not Pooled] Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166ot 200) 1 reina [reinaIT2EStdtest; MAP 36.93%; Not Pooled] dcu [dcuitqydescsp12075; MAP 33.22%; Not Pooled] 0.5 daedalus [esFSesRLit2S; MAP 26.89%; Not Pooled] Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 85 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2ES-CLEF2006 Ad−Hoc Robust Bilingual Spanish track − Box Plot of the Topics reinaIT2EStdtest [MAP 36.93%; Not Pooled] dcuitqynarrsp1005 [MAP 34.65%; Not Pooled] dcuitqydescsp12075 [MAP 33.22%; Not Pooled] esx011esRLitFW3FS3 [MAP 30.68%; Not Pooled] Experiments esx021esRLitFW3FS3 [MAP 30.42%; Not Pooled] reinaIT2ESttest [MAP 30.39%; Not Pooled] esFSesRLit3S [MAP 30.37%; Not Pooled] esFSesRLit2S [MAP 26.89%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 86 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2ES-CLEF2006 Ad−Hoc Robust Bilingual Spanish track − Tukey T test with "top group" highlighted reinaIT2EStdtest dcuitqynarrsp1005 dcuitqydescsp12075 Experiments esx011esRLitFW3FS3 esx021esRLitFW3FS3 esFSesRLit3S reinaIT2ESttest esFSesRLit2S 0.4 0.45 0.5 0.55 0.6 0.65 0.7 0.75 arcsin(sqrt(Mean average precision)) 87 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2ES-CLEF2006 Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Retrieved documents vs Precision 100% reina [reinaIT2EStdtest; R−Prec 36.73%; Not Pooled] dcu [dcuitqydescsp12075; R−Prec 33.55%; Not Pooled] 90% daedalus [esFSesRLit2S; R−Prec 28.75%; Not Pooled] 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 reina [reinaIT2EStdtest; R−Prec 36.73%; Not Pooled] dcu [dcuitqydescsp12075; R−Prec 33.55%; Not Pooled] 0.5 daedalus [esFSesRLit2S; R−Prec 28.75%; Not Pooled] Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 reina [reinaIT2EStdtest; R−Prec 36.73%; Not Pooled] dcu [dcuitqydescsp12075; R−Prec 33.55%; Not Pooled] 0.5 daedalus [esFSesRLit2S; R−Prec 28.75%; Not Pooled] Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 reina [reinaIT2EStdtest; R−Prec 36.73%; Not Pooled] dcu [dcuitqydescsp12075; R−Prec 33.55%; Not Pooled] 0.5 daedalus [esFSesRLit2S; R−Prec 28.75%; Not Pooled] Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Bilingual Spanish track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 reina [reinaIT2EStdtest; R−Prec 36.73%; Not Pooled] dcu [dcuitqydescsp12075; R−Prec 33.55%; Not Pooled] 0.5 daedalus [esFSesRLit2S; R−Prec 28.75%; Not Pooled] Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 88 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2ES-CLEF2006 Ad−Hoc Robust Bilingual Spanish track − Box Plot of the Topics reinaIT2EStdtest [R−Prec 36.73%; Not Pooled] dcuitqynarrsp1005 [R−Prec 34.17%; Not Pooled] dcuitqydescsp12075 [R−Prec 33.55%; Not Pooled] reinaIT2ESttest [R−Prec 31.64%; Not Pooled] Experiments esx011esRLitFW3FS3 [R−Prec 31.50%; Not Pooled] esx021esRLitFW3FS3 [R−Prec 31.39%; Not Pooled] esFSesRLit3S [R−Prec 31.00%; Not Pooled] esFSesRLit2S [R−Prec 28.75%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 89 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2ES-CLEF2006 Ad−Hoc Robust Bilingual Spanish track − Tukey T test with "top group" highlighted reinaIT2EStdtest dcuitqynarrsp1005 dcuitqydescsp12075 Experiments esx011esRLitFW3FS3 esx021esRLitFW3FS3 esFSesRLit3S reinaIT2ESttest esFSesRLit2S 0.46 0.48 0.5 0.52 0.54 0.56 0.58 0.6 0.62 0.64 0.66 arcsin(sqrt(R Precision)) 90 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2ES-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.0010 0.0048 0.0069 0.0499 0.1895 0.0392 0.0655 0.0000 0.0000 0.0312 0.0938 0.3750 0.0781 0.1283 042 0.1829 0.3525 0.3731 0.4370 0.5065 0.3768 0.0956 0.2797 0.3985 0.4215 0.4713 0.4981 0.4200 0.0694 043 0.0428 0.0952 0.2150 0.4588 0.4588 0.2549 0.1823 0.0556 0.0833 0.2222 0.5000 0.5000 0.2708 0.2024 044 0.1054 0.1106 0.1315 0.1755 0.2568 0.1497 0.0514 0.1500 0.2000 0.2250 0.2375 0.2500 0.2156 0.0352 045 0.5068 0.5939 0.6188 0.6564 0.6900 0.6169 0.0569 0.4921 0.5759 0.6126 0.6649 0.6911 0.6113 0.0673 046 0.0013 0.0015 0.0039 0.0297 0.0907 0.0203 0.0312 0.0000 0.0000 0.0000 0.0000 0.2000 0.0250 0.0707 047 0.0040 0.0338 0.0419 0.0831 0.1097 0.0539 0.0371 0.0278 0.0556 0.0787 0.1528 0.1852 0.0984 0.0590 048 0.0104 0.0801 0.0885 0.0988 0.1116 0.0821 0.0316 0.0104 0.1406 0.1562 0.1667 0.1667 0.1380 0.0533 049 0.0280 0.0690 0.0944 0.1209 0.1552 0.0940 0.0402 0.0526 0.1053 0.1053 0.1579 0.2105 0.1250 0.0558 060 0.2098 0.2518 0.3636 0.4299 0.4830 0.3479 0.1051 0.3200 0.3333 0.4333 0.4800 0.5333 0.4183 0.0843 061 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 062 0.2102 0.2138 0.2496 0.2952 0.3412 0.2586 0.0502 0.1667 0.2000 0.2000 0.3000 0.3333 0.2375 0.0653 063 0.6550 0.7374 0.7475 0.8014 0.8373 0.7581 0.0560 0.6441 0.6949 0.7034 0.7542 0.7797 0.7161 0.0460 064 0.0035 0.1733 1.0000 1.0000 1.0000 0.6688 0.4680 0.0000 0.0000 1.0000 1.0000 1.0000 0.6250 0.5175 065 0.0155 0.1049 0.2108 0.2321 0.2392 0.1688 0.0859 0.0000 0.2162 0.3784 0.4189 0.4189 0.3057 0.1534 066 0.1995 0.2984 0.3193 0.5938 0.8533 0.4345 0.2608 0.2929 0.3535 0.3939 0.5808 0.7879 0.4672 0.1954 067 0.0496 0.0507 0.0666 0.1945 0.4758 0.1436 0.1497 0.0612 0.0816 0.1020 0.2551 0.5510 0.1862 0.1677 068 0.0000 0.0000 0.0003 0.0030 0.0658 0.0091 0.0230 0.0000 0.0000 0.0000 0.0000 0.2222 0.0278 0.0786 069 0.0005 0.0044 0.0150 0.0164 0.0198 0.0115 0.0073 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 080 0.3640 0.4137 0.4721 0.4897 0.4970 0.4515 0.0516 0.4163 0.4449 0.5163 0.5306 0.5347 0.4918 0.0510 081 0.1349 0.4997 0.7161 0.7487 0.7583 0.6028 0.2274 0.2529 0.4943 0.6609 0.6897 0.7241 0.5833 0.1722 082 0.5471 0.5647 0.7171 0.8259 0.8724 0.7044 0.1381 0.5789 0.5789 0.6842 0.7895 0.8421 0.6908 0.1087 083 0.3079 0.3080 0.3497 0.4621 0.5351 0.3853 0.0962 0.3333 0.3333 0.3889 0.5000 0.5556 0.4167 0.0985 084 0.0000 0.0000 0.0008 0.0685 0.2917 0.0538 0.1066 0.0000 0.0000 0.0000 0.1250 0.3750 0.0781 0.1485 085 0.4621 0.4676 0.4830 0.6672 0.8214 0.5649 0.1532 0.4206 0.4346 0.4393 0.6589 0.7664 0.5315 0.1488 086 0.1136 0.2223 0.2494 0.2630 0.2995 0.2353 0.0551 0.2321 0.2857 0.3214 0.3393 0.3393 0.3080 0.0379 087 0.3690 0.4259 0.4597 0.6109 0.6433 0.5007 0.1065 0.4205 0.4432 0.4659 0.5852 0.6250 0.5043 0.0813 088 0.0000 0.1140 0.2156 0.3063 0.3621 0.2042 0.1312 0.0000 0.0714 0.1429 0.2143 0.2857 0.1429 0.1080 089 0.1862 0.4499 0.4787 0.5059 0.5250 0.4475 0.1094 0.3125 0.5000 0.5625 0.5625 0.5625 0.5156 0.0930 090 0.0062 0.0074 0.0102 0.0723 0.0861 0.0340 0.0358 0.0000 0.0000 0.0000 0.0667 0.0667 0.0250 0.0345 091 0.0000 0.0584 0.1559 0.2301 0.2339 0.1403 0.1002 0.0000 0.1183 0.2097 0.2903 0.2903 0.1909 0.1117 092 0.0769 0.1074 0.1238 0.2100 0.2313 0.1488 0.0596 0.1628 0.1628 0.2035 0.2558 0.2907 0.2122 0.0545 093 0.1574 0.2040 0.2198 0.2485 0.3382 0.2300 0.0533 0.2143 0.2143 0.2857 0.3214 0.4286 0.2857 0.0764 094 0.0000 0.1448 0.3119 0.4464 0.6399 0.3057 0.2239 0.0000 0.1591 0.3182 0.5682 0.7273 0.3523 0.2703 095 0.0263 0.0694 0.0883 0.1061 0.2073 0.0952 0.0529 0.0903 0.1807 0.2056 0.2290 0.3178 0.2048 0.0651 096 0.0078 0.0078 0.0112 0.0218 0.0597 0.0186 0.0178 0.0108 0.0108 0.0269 0.0860 0.1290 0.0484 0.0456 097 0.6699 0.6815 0.6832 0.7100 0.7817 0.7001 0.0382 0.6000 0.6200 0.6600 0.6800 0.7200 0.6550 0.0424 098 0.3541 0.4632 0.4743 0.6502 0.8054 0.5418 0.1571 0.4000 0.4000 0.4000 0.5000 0.8000 0.4750 0.1488 099 0.0062 0.0230 0.1641 0.2654 0.2878 0.1499 0.1235 0.0000 0.0536 0.2143 0.3571 0.3571 0.2009 0.1514 110 0.0007 0.6131 0.6926 0.7149 0.7149 0.5946 0.2440 0.0000 0.5714 0.5714 0.5714 0.5714 0.5000 0.2020 111 0.0027 0.0032 0.0036 0.0153 0.0220 0.0086 0.0080 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 112 0.1057 0.2989 0.3977 0.4179 0.5438 0.3598 0.1381 0.0000 0.3125 0.3750 0.4375 0.5000 0.3438 0.1602 113 0.0000 0.0002 0.0102 0.0128 0.0173 0.0079 0.0070 0.0000 0.0032 0.0633 0.0633 0.0886 0.0435 0.0354 114 0.0299 0.0806 0.4303 0.5414 0.6509 0.3482 0.2528 0.0222 0.0333 0.4444 0.5000 0.5778 0.3194 0.2454 115 0.1805 0.1814 0.1961 0.2066 0.2188 0.1959 0.0150 0.2105 0.2105 0.2105 0.2632 0.3158 0.2368 0.0398 116 0.1093 0.1300 0.2145 0.3037 0.4522 0.2322 0.1263 0.0000 0.0714 0.1429 0.2857 0.4286 0.1786 0.1664 117 0.0442 0.0442 0.0641 0.1119 0.1841 0.0836 0.0528 0.0714 0.0714 0.0804 0.1786 0.2321 0.1205 0.0713 118 0.0069 0.0155 0.0231 0.3129 0.4286 0.1423 0.1776 0.0000 0.0000 0.0000 0.2000 0.4000 0.1000 0.1512 119 0.0000 0.0000 0.0362 0.1319 0.3607 0.0871 0.1250 0.0000 0.0000 0.0857 0.2190 0.3810 0.1238 0.1424 130 0.1558 0.6762 0.7012 0.7775 0.8099 0.6594 0.2106 0.3077 0.5385 0.5769 0.6154 0.6923 0.5577 0.1145 91 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2ES-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.0022 0.0064 0.0106 0.0240 0.1585 0.0303 0.0529 0.0091 0.0318 0.0455 0.0818 0.3000 0.0784 0.0943 132 0.0029 0.2333 0.4865 0.5682 0.6230 0.4002 0.2506 0.0000 0.2115 0.5192 0.5769 0.5769 0.3990 0.2517 133 0.0134 0.0562 0.0818 0.1558 0.2960 0.1121 0.0974 0.0000 0.1579 0.1579 0.2632 0.3684 0.1908 0.1123 134 0.8088 0.8788 1.0000 1.0000 1.0000 0.9458 0.0804 0.7500 0.7500 1.0000 1.0000 1.0000 0.9062 0.1294 135 0.0219 0.0232 0.1031 0.4456 0.7109 0.2346 0.2916 0.0897 0.0962 0.1955 0.4808 0.6410 0.2845 0.2378 136 0.3441 0.3679 0.3848 0.4446 0.5545 0.4117 0.0732 0.5000 0.5000 0.5000 0.5000 0.6250 0.5156 0.0442 137 0.0126 0.0562 0.0960 0.1271 0.1615 0.0916 0.0490 0.0000 0.1000 0.1000 0.1500 0.2000 0.1125 0.0641 138 0.6019 0.8735 0.9683 0.9841 1.0000 0.9067 0.1331 0.5714 0.7143 0.8571 0.9286 1.0000 0.8214 0.1479 139 0.0000 0.0001 0.0011 0.0092 0.0185 0.0049 0.0072 0.0057 0.0057 0.0057 0.0115 0.0230 0.0093 0.0061 140 0.0286 0.0952 0.1069 0.1969 0.2667 0.1367 0.0830 0.0840 0.1176 0.1471 0.2773 0.3613 0.1912 0.1074 141 0.5148 0.8582 0.8662 0.9065 0.9457 0.8403 0.1359 0.5385 0.8462 0.8462 0.8462 0.9231 0.8173 0.1158 142 0.6622 0.6839 0.7612 0.8758 0.9025 0.7758 0.1062 0.6786 0.6786 0.7143 0.8036 0.8571 0.7411 0.0733 143 0.1825 0.2248 0.2706 0.4845 0.5853 0.3410 0.1583 0.2431 0.3264 0.3715 0.4757 0.5347 0.3906 0.1039 144 0.0545 0.0621 0.1322 0.3569 0.5986 0.2195 0.2010 0.0909 0.0909 0.1818 0.5227 0.5909 0.2841 0.2263 145 0.3985 0.5403 0.5796 0.5972 0.5972 0.5537 0.0675 0.4043 0.4894 0.5319 0.5319 0.5532 0.5080 0.0475 146 0.0734 0.2240 0.4003 0.5476 0.5476 0.3706 0.1911 0.0000 0.2500 0.5000 0.5000 0.5000 0.3750 0.2315 147 0.0215 0.0226 0.0349 0.0866 0.1289 0.0548 0.0439 0.0000 0.1111 0.1111 0.1111 0.1111 0.0972 0.0393 148 0.1245 0.1367 0.1410 0.2085 0.2855 0.1728 0.0612 0.0909 0.0909 0.0909 0.2273 0.3636 0.1591 0.1059 149 0.2287 0.5612 0.6374 0.6933 0.7940 0.6008 0.1717 0.2308 0.5769 0.6154 0.6538 0.6923 0.5769 0.1482 160 0.0000 0.0010 0.1329 0.2242 0.5082 0.1531 0.1733 0.0000 0.0000 0.0000 0.2500 0.5000 0.1250 0.2315 161 0.0005 0.0044 0.2000 0.2003 0.2008 0.1263 0.1021 0.0000 0.0000 0.2000 0.2000 0.2000 0.1250 0.1035 162 0.7914 0.7914 0.8320 0.8850 0.8938 0.8378 0.0452 0.7442 0.7442 0.7752 0.8062 0.8295 0.7781 0.0336 163 0.1564 0.4009 0.5021 0.6361 0.8097 0.5055 0.2113 0.2333 0.4333 0.4333 0.5667 0.7333 0.4792 0.1501 164 0.0022 0.0022 0.0187 0.1304 0.2791 0.0730 0.1093 0.0000 0.0139 0.0347 0.1528 0.3611 0.0955 0.1345 165 0.2321 0.3237 0.4020 0.6273 0.7376 0.4595 0.1839 0.3333 0.3333 0.4444 0.6111 0.6667 0.4722 0.1543 166 0.0094 0.0125 0.0362 0.0924 0.0961 0.0484 0.0389 0.0000 0.0000 0.0000 0.1429 0.1429 0.0536 0.0739 167 0.4343 0.4343 0.4505 0.4939 0.5857 0.4721 0.0544 0.3000 0.4000 0.4000 0.4500 0.5000 0.4125 0.0641 168 0.1024 0.1309 0.1375 0.1594 0.2328 0.1488 0.0392 0.1282 0.1795 0.1795 0.2179 0.2564 0.1923 0.0388 169 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 170 0.1128 0.1546 0.2534 0.8369 0.8833 0.4357 0.3500 0.2000 0.2000 0.3000 0.7000 0.8000 0.4250 0.2712 171 0.0567 0.1044 0.1127 0.1536 0.4017 0.1500 0.1063 0.0000 0.1250 0.2500 0.2500 0.5000 0.2188 0.1602 172 0.0219 0.0219 0.0316 0.0557 0.0747 0.0394 0.0215 0.0000 0.0000 0.0769 0.0769 0.1538 0.0577 0.0544 173 0.4123 0.6231 0.6474 0.6802 0.7435 0.6322 0.0980 0.3333 0.3333 0.5000 0.5000 0.6667 0.4583 0.1179 174 0.3431 0.5917 0.7328 0.8852 0.9191 0.7102 0.2099 0.3636 0.5455 0.6818 0.8636 0.9091 0.6818 0.2062 175 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 176 0.7043 0.8074 0.8879 0.9796 0.9869 0.8801 0.1104 0.6883 0.7532 0.8377 0.9351 0.9481 0.8360 0.1084 177 0.0000 0.0000 0.0022 0.0112 0.0719 0.0123 0.0246 0.0000 0.0000 0.0000 0.0217 0.1304 0.0217 0.0465 178 0.0093 0.0252 0.0320 0.1030 0.2634 0.0741 0.0926 0.0341 0.0739 0.1023 0.1932 0.3523 0.1406 0.1135 179 0.0149 0.0624 0.1632 0.3338 0.5573 0.2114 0.2053 0.0354 0.0841 0.2212 0.3805 0.5841 0.2489 0.2084 190 0.0024 0.0063 0.0124 0.0140 0.0149 0.0103 0.0051 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 191 0.0476 0.0476 0.1096 0.4167 1.0000 0.2744 0.3372 0.0000 0.0000 0.0000 0.0000 1.0000 0.1250 0.3536 192 0.2686 0.3172 0.5628 0.5784 0.6458 0.4789 0.1516 0.2955 0.4205 0.5455 0.5568 0.6136 0.4943 0.1071 193 0.0607 0.0744 0.0906 0.1121 0.2232 0.1048 0.0514 0.0882 0.1029 0.1176 0.1618 0.2941 0.1434 0.0711 194 0.0066 0.0694 0.1029 0.1735 0.4480 0.1433 0.1355 0.0000 0.1250 0.1250 0.1875 0.5000 0.1719 0.1485 195 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 196 0.6279 0.6881 0.7231 0.7422 0.7574 0.7115 0.0433 0.6000 0.6667 0.7000 0.7333 0.7333 0.6917 0.0496 197 0.4407 0.4879 0.5270 0.6442 0.7302 0.5612 0.1026 0.4792 0.5000 0.5042 0.5896 0.6667 0.5417 0.0686 198 0.1091 0.2875 0.4106 0.4785 0.5275 0.3737 0.1442 0.1250 0.3750 0.3750 0.4375 0.5000 0.3750 0.1157 199 0.8334 0.8602 0.8770 0.8792 0.8833 0.8687 0.0177 0.7765 0.8059 0.8235 0.8235 0.8235 0.8132 0.0171 200 0.0002 0.0236 0.3415 0.4487 0.5230 0.2689 0.2196 0.0000 0.0426 0.4468 0.4468 0.5319 0.3005 0.2279 ALL 0.2689 0.3038 0.3055 0.3393 0.3693 0.3169 0.0311 0.2875 0.3119 0.3157 0.3386 0.3673 0.3234 0.0242 92 93 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2NL-CLEF2006 Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Interpolated Recall vs Average Precision 100% daedalus [nlFSnlRLfr2S; MAP 35.37%; Not Pooled] 90% 80% 70% Average Precision 60% 50% 40% 30% 20% 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 041 to085) 1 daedalus [nlFSnlRLfr2S; MAP 35.37%; Not Pooled] 0.5 Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 086 to130) 1 daedalus [nlFSnlRLfr2S; MAP 35.37%; Not Pooled] 0.5 Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 131 to165) 1 daedalus [nlFSnlRLfr2S; MAP 35.37%; Not Pooled] 0.5 Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Comparison to Median Mean Average Precision by Topic (Topics 166 to200) 1 daedalus [nlFSnlRLfr2S; MAP 35.37%; Not Pooled] 0.5 Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 94 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2NL-CLEF2006 Ad−Hoc Robust Bilingual Dutch track − Box Plot of the Topics nlFSnlRLfr6S [MAP 37.20%; Not Pooled] nlx011nlRLfrFW4FS6 [MAP 36.99%; Not Pooled] Experiments nlx021nlRLfrFW4FS6 [MAP 36.92%; Not Pooled] nlFSnlRLfr2S [MAP 35.37%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mean Average Precision 95 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2NL-CLEF2006 Ad−Hoc Robust Bilingual Dutch track − Tukey T test with "top group" highlighted nlFSnlRLfr6S nlx011nlRLfrFW4FS6 Experiments nlx021nlRLfrFW4FS6 nlFSnlRLfr2S 0.58 0.59 0.6 0.61 0.62 0.63 0.64 0.65 arcsin(sqrt(Mean average precision)) 96 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2NL-CLEF2006 Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Retrieved documents vs Precision 100% daedalus [nlFSnlRLfr2S; R−Prec 34.18%; Not Pooled] 90% 80% 70% 60% R−Precision 50% 40% 30% 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 041 to 085) 1 daedalus [nlFSnlRLfr2S; R−Prec 34.18%; Not Pooled] 0.5 Difference 0 −0.5 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 086 to 130) 1 daedalus [nlFSnlRLfr2S; R−Prec 34.18%; Not Pooled] 0.5 Difference 0 −0.5 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 Topic Identifier Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 131 to 165) 1 daedalus [nlFSnlRLfr2S; R−Prec 34.18%; Not Pooled] 0.5 Difference 0 −0.5 −1 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier Ad−Hoc Robust Bilingual Dutch track Top 5 Participants − Comparison to Median R−Precision by Topic (Topics 166 to 200) 1 daedalus [nlFSnlRLfr2S; R−Prec 34.18%; Not Pooled] 0.5 Difference 0 −0.5 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 Topic Identifier 97 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2NL-CLEF2006 Ad−Hoc Robust Bilingual Dutch track − Box Plot of the Topics nlx011nlRLfrFW4FS6 [R−Prec 36.13%; Not Pooled] nlx021nlRLfrFW4FS6 [R−Prec 36.13%; Not Pooled] Experiments nlFSnlRLfr6S [R−Prec 35.63%; Not Pooled] nlFSnlRLfr2S [R−Prec 34.18%; Not Pooled] 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% R−Precision 98 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2NL-CLEF2006 Ad−Hoc Robust Bilingual Dutch track − Tukey T test with "top group" highlighted nlx021nlRLfrFW4FS6 nlx011nlRLfrFW4FS6 Experiments nlFSnlRLfr6S nlFSnlRLfr2S 0.55 0.56 0.57 0.58 0.59 0.6 0.61 0.62 0.63 arcsin(sqrt(R Precision)) 99 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2NL-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 041 0.0452 0.0462 0.0473 0.0473 0.0473 0.0468 0.0011 0.0435 0.0435 0.0435 0.0435 0.0435 0.0435 0.0000 042 0.1434 0.1434 0.1434 0.1486 0.1538 0.1460 0.0052 0.2500 0.2500 0.2500 0.2500 0.2500 0.2500 0.0000 043 0.4725 0.4725 0.4725 0.4946 0.5167 0.4836 0.0221 0.2500 0.2500 0.2500 0.2500 0.2500 0.2500 0.0000 044 0.2775 0.2823 0.2870 0.3037 0.3203 0.2930 0.0188 0.3333 0.3667 0.4000 0.4000 0.4000 0.3833 0.0333 045 0.3881 0.3887 0.3935 0.3977 0.3977 0.3932 0.0052 0.3500 0.3500 0.3500 0.3625 0.3750 0.3562 0.0125 046 0.1366 0.1366 0.1366 0.1546 0.1725 0.1456 0.0180 0.1667 0.1667 0.1667 0.1979 0.2292 0.1823 0.0312 047 0.0512 0.0759 0.1007 0.1007 0.1007 0.0883 0.0247 0.0484 0.0968 0.1452 0.1452 0.1452 0.1210 0.0484 048 0.0238 0.0314 0.0390 0.0390 0.0390 0.0352 0.0076 0.1091 0.1091 0.1091 0.1091 0.1091 0.1091 0.0000 049 0.0584 0.0584 0.0584 0.0635 0.0685 0.0609 0.0051 0.0000 0.0000 0.0000 0.0357 0.0714 0.0179 0.0357 060 0.0819 0.0835 0.0851 0.1510 0.2168 0.1172 0.0664 0.1538 0.1538 0.1538 0.2308 0.3077 0.1923 0.0769 061 0.2560 0.2576 0.2665 0.2737 0.2737 0.2657 0.0094 0.2609 0.2826 0.3043 0.3043 0.3043 0.2935 0.0217 062 0.5719 0.5849 0.5979 0.5979 0.5979 0.5914 0.0130 0.5000 0.5250 0.5500 0.5500 0.5500 0.5375 0.0250 063 0.1050 0.1365 0.1681 0.1681 0.1681 0.1523 0.0315 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.0000 064 0.7500 0.7500 0.7500 0.7500 0.7500 0.7500 0.0000 0.7500 0.7500 0.7500 0.7500 0.7500 0.7500 0.0000 065 0.0160 0.0186 0.0212 0.0212 0.0212 0.0199 0.0026 0.0725 0.0797 0.0870 0.0870 0.0870 0.0833 0.0072 066 0.7237 0.7237 0.7326 0.7448 0.7481 0.7342 0.0125 0.6429 0.6429 0.6429 0.6607 0.6786 0.6518 0.0179 067 0.0111 0.0127 0.0142 0.0148 0.0154 0.0137 0.0019 0.0500 0.0500 0.0500 0.0500 0.0500 0.0500 0.0000 068 0.2153 0.2244 0.2426 0.2561 0.2605 0.2402 0.0201 0.3043 0.3043 0.3043 0.3043 0.3043 0.3043 0.0000 069 0.0623 0.0706 0.0788 0.0788 0.0788 0.0747 0.0082 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 080 0.1927 0.4501 0.7119 0.7267 0.7373 0.5884 0.2641 0.1828 0.4462 0.7097 0.7097 0.7097 0.5780 0.2634 081 0.6670 0.7004 0.7337 0.7337 0.7337 0.7170 0.0334 0.6667 0.7037 0.7407 0.7407 0.7407 0.7222 0.0370 082 0.0032 0.0075 0.0118 0.0118 0.0118 0.0097 0.0043 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 083 0.0443 0.0465 0.0486 0.0486 0.0486 0.0476 0.0022 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 084 0.5099 0.5099 0.5099 0.5253 0.5407 0.5176 0.0154 0.6000 0.6000 0.6000 0.6000 0.6000 0.6000 0.0000 085 0.5508 0.5508 0.5508 0.5641 0.5774 0.5574 0.0133 0.6111 0.6111 0.6111 0.6111 0.6111 0.6111 0.0000 086 0.3383 0.3752 0.4121 0.4121 0.4121 0.3936 0.0369 0.4000 0.4200 0.4400 0.4400 0.4400 0.4300 0.0200 087 0.6764 0.6896 0.7027 0.7027 0.7027 0.6962 0.0131 0.4615 0.4615 0.4615 0.4615 0.4615 0.4615 0.0000 088 0.3607 0.3622 0.3637 0.3637 0.3637 0.3630 0.0015 0.2500 0.2500 0.2500 0.2500 0.2500 0.2500 0.0000 089 0.9395 0.9395 0.9395 0.9422 0.9449 0.9409 0.0027 0.8605 0.8721 0.8837 0.8837 0.8837 0.8779 0.0116 090 0.3748 0.4473 0.5198 0.5230 0.5262 0.4852 0.0736 0.3846 0.4231 0.4615 0.4615 0.4615 0.4423 0.0385 091 0.0430 0.0430 0.0522 0.0930 0.1246 0.0680 0.0387 0.1111 0.1111 0.1111 0.1111 0.1111 0.1111 0.0000 092 0.3928 0.3928 0.3994 0.4185 0.4311 0.4057 0.0181 0.4737 0.4737 0.4737 0.4868 0.5000 0.4803 0.0132 093 0.7897 0.7947 0.7998 0.7998 0.7998 0.7972 0.0050 0.8000 0.8000 0.8000 0.8000 0.8000 0.8000 0.0000 094 0.0665 0.0713 0.0849 0.1116 0.1295 0.0914 0.0278 0.1579 0.1579 0.1579 0.2105 0.2632 0.1842 0.0526 095 0.2710 0.2760 0.2809 0.2809 0.2809 0.2785 0.0050 0.3555 0.3738 0.3920 0.3920 0.3920 0.3829 0.0183 096 0.0150 0.0150 0.0150 0.0205 0.0260 0.0178 0.0055 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 097 0.8488 0.8755 0.9022 0.9022 0.9022 0.8888 0.0267 0.6875 0.7500 0.8125 0.8125 0.8125 0.7812 0.0625 098 0.8819 0.8819 0.8819 0.8819 0.8819 0.8819 0.0000 0.6667 0.6667 0.6667 0.6667 0.6667 0.6667 0.0000 099 0.2740 0.2859 0.3180 0.3381 0.3381 0.3120 0.0317 0.2500 0.2500 0.2500 0.2500 0.2500 0.2500 0.0000 110 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 111 0.0801 0.0801 0.0801 0.0817 0.0833 0.0809 0.0016 0.2143 0.2143 0.2143 0.2143 0.2143 0.2143 0.0000 112 0.5011 0.5328 0.5645 0.5645 0.5645 0.5487 0.0317 0.5000 0.5500 0.6000 0.6000 0.6000 0.5750 0.0500 113 0.0075 0.0075 0.0075 0.0079 0.0082 0.0077 0.0003 0.0303 0.0303 0.0303 0.0455 0.0606 0.0379 0.0152 114 0.2555 0.3390 0.4226 0.4226 0.4226 0.3808 0.0835 0.3137 0.3725 0.4314 0.4314 0.4314 0.4020 0.0588 115 0.1888 0.1893 0.1957 0.2113 0.2209 0.2003 0.0149 0.3077 0.3077 0.3077 0.3077 0.3077 0.3077 0.0000 116 0.6157 0.6245 0.6333 0.6333 0.6333 0.6289 0.0088 0.5517 0.5517 0.5517 0.5690 0.5862 0.5603 0.0172 117 0.0215 0.0237 0.0258 0.0258 0.0258 0.0248 0.0021 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 118 0.2398 0.2776 0.3155 0.3155 0.3155 0.2966 0.0379 0.3636 0.4091 0.4545 0.4545 0.4545 0.4318 0.0455 119 0.5174 0.5174 0.5174 0.5646 0.6118 0.5410 0.0472 0.5484 0.5484 0.5484 0.5645 0.5806 0.5565 0.0161 130 0.5943 0.6584 0.7224 0.7224 0.7224 0.6904 0.0641 0.5556 0.5556 0.5556 0.5556 0.5556 0.5556 0.0000 100 AH-ROBUST-CLEF2006 Track Overview Results and Graphs AH-ROBUST-BILI-X2NL-CLEF2006 Average Precision R-Precision Topic Minimum 1st Q. Median 3rd Q. Maximum Mean Std Minimum 1st Q. Median 3rd Q. Maximum Mean Std 131 0.2696 0.2762 0.2891 0.2954 0.2954 0.2858 0.0123 0.3500 0.3500 0.3500 0.3625 0.3750 0.3562 0.0125 132 0.6385 0.6536 0.6688 0.6688 0.6688 0.6612 0.0151 0.6154 0.6154 0.6154 0.6154 0.6154 0.6154 0.0000 133 0.0808 0.0998 0.1187 0.1187 0.1187 0.1092 0.0190 0.1429 0.1607 0.1786 0.1786 0.1786 0.1696 0.0179 134 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 135 0.6288 0.6288 0.6288 0.6429 0.6571 0.6359 0.0141 0.6371 0.6371 0.6371 0.6492 0.6613 0.6431 0.0121 136 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 137 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 138 0.1203 0.2158 0.3114 0.3114 0.3114 0.2636 0.0956 0.1111 0.2222 0.3333 0.3333 0.3333 0.2778 0.1111 139 0.3924 0.3924 0.3924 0.3929 0.3935 0.3926 0.0006 0.3913 0.3913 0.3913 0.3913 0.3913 0.3913 0.0000 140 0.1770 0.1770 0.1770 0.1775 0.1780 0.1772 0.0005 0.2639 0.2639 0.2639 0.2639 0.2639 0.2639 0.0000 141 0.2518 0.2534 0.2551 0.2551 0.2551 0.2543 0.0016 0.2500 0.2500 0.2500 0.2500 0.2500 0.2500 0.0000 142 0.7089 0.7089 0.7089 0.7096 0.7102 0.7092 0.0007 0.7273 0.7273 0.7273 0.7273 0.7273 0.7273 0.0000 143 0.5377 0.5377 0.5377 0.5856 0.6335 0.5617 0.0479 0.5862 0.5862 0.5862 0.6034 0.6207 0.5948 0.0172 144 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000 0.0000 145 0.3031 0.3245 0.3460 0.3460 0.3460 0.3353 0.0215 0.2857 0.2857 0.2857 0.2857 0.2857 0.2857 0.0000 146 0.2917 0.2917 0.3125 0.3917 0.4500 0.3417 0.0748 0.0000 0.0000 0.0000 0.2500 0.5000 0.1250 0.2500 147 0.0057 0.0061 0.0064 0.0064 0.0064 0.0063 0.0004 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 148 0.6514 0.6581 0.6647 0.6677 0.6707 0.6629 0.0081 0.6190 0.6190 0.6190 0.6190 0.6190 0.6190 0.0000 149 0.8362 0.8526 0.8690 0.8690 0.8690 0.8608 0.0164 0.6667 0.6667 0.6667 0.6667 0.6667 0.6667 0.0000 160 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 161 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 162 0.7223 0.7264 0.7306 0.7306 0.7306 0.7285 0.0042 0.6061 0.6061 0.6061 0.6212 0.6364 0.6136 0.0152 163 0.0539 0.0539 0.0551 0.0572 0.0581 0.0555 0.0021 0.2143 0.2143 0.2143 0.2143 0.2143 0.2143 0.0000 164 0.0088 0.0088 0.0088 0.0102 0.0116 0.0095 0.0014 0.0400 0.0400 0.0400 0.0400 0.0400 0.0400 0.0000 165 0.1667 0.1667 0.1667 0.1680 0.1692 0.1673 0.0013 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 166 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 167 0.3095 0.3512 0.5179 0.6548 0.6667 0.5030 0.1788 0.0000 0.2500 0.5000 0.5000 0.5000 0.3750 0.2500 168 0.2180 0.2565 0.2950 0.2976 0.3001 0.2771 0.0394 0.3636 0.4091 0.4545 0.4545 0.4545 0.4318 0.0455 169 0.0279 0.0279 0.0279 0.0283 0.0286 0.0281 0.0004 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 170 0.6585 0.6793 0.7002 0.7002 0.7002 0.6897 0.0208 0.5000 0.5714 0.6429 0.6429 0.6429 0.6071 0.0714 171 0.0128 0.0128 0.0128 0.0154 0.0181 0.0141 0.0027 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 172 0.0218 0.0229 0.0239 0.0239 0.0239 0.0234 0.0011 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 173 0.5833 0.5833 0.7083 0.8333 0.8333 0.7083 0.1443 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.0000 174 0.9257 0.9403 0.9550 0.9550 0.9550 0.9477 0.0146 0.9130 0.9130 0.9130 0.9130 0.9130 0.9130 0.0000 175 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 176 0.9089 0.9110 0.9132 0.9132 0.9132 0.9121 0.0021 0.8000 0.8000 0.8000 0.8000 0.8000 0.8000 0.0000 177 0.0780 0.0805 0.0831 0.0831 0.0831 0.0818 0.0026 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 178 0.1369 0.1817 0.2385 0.2504 0.2504 0.2160 0.0540 0.2857 0.2857 0.2857 0.2857 0.2857 0.2857 0.0000 179 0.3996 0.4017 0.4037 0.4037 0.4037 0.4027 0.0020 0.4032 0.4032 0.4032 0.4032 0.4032 0.4032 0.0000 190 0.0629 0.0726 0.0904 0.1038 0.1092 0.0882 0.0202 0.1290 0.1290 0.1290 0.1290 0.1290 0.1290 0.0000 191 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 192 0.2718 0.3053 0.3501 0.3612 0.3612 0.3333 0.0423 0.2667 0.3333 0.4000 0.4000 0.4000 0.3667 0.0667 193 0.6100 0.6100 0.6100 0.6188 0.6277 0.6144 0.0089 0.4737 0.4737 0.4737 0.4737 0.4737 0.4737 0.0000 194 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 195 0.0046 0.0064 0.0082 0.0082 0.0082 0.0073 0.0018 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 196 0.4241 0.4241 0.4241 0.4256 0.4270 0.4248 0.0015 0.4444 0.4444 0.4444 0.4444 0.4444 0.4444 0.0000 197 0.9118 0.9118 0.9118 0.9131 0.9143 0.9124 0.0012 0.8235 0.8277 0.8319 0.8319 0.8319 0.8298 0.0042 198 0.0067 0.0422 0.2919 0.5062 0.5062 0.2742 0.2695 0.0000 0.0000 0.2500 0.5000 0.5000 0.2500 0.2887 199 0.8099 0.8164 0.8229 0.8229 0.8229 0.8197 0.0065 0.7500 0.7656 0.7812 0.7812 0.7812 0.7734 0.0156 200 0.0130 0.0147 0.0164 0.0164 0.0164 0.0155 0.0017 0.0357 0.0357 0.0357 0.0357 0.0357 0.0357 0.0000 ALL 0.3537 0.3615 0.3696 0.3710 0.3720 0.3662 0.0084 0.3418 0.3490 0.3588 0.3613 0.3613 0.3552 0.0093 101 102 Individual Experiment Results and Graphs 103 104 colesir CoLesIRdeTst AH-ROBUST-MONO-DE-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language German Relevant 3,641 Topic Fields title, description Relevant retrieved 3,227 Pooled false Geometric Mean Average Precision 0.1480 robust monolingual DE - TEST; automatic; TD Binary Preference (BPREF) 0.4078 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual German track − Interpolated Recall vs Average Precision 100% 0 65.97 CoLesIRdeTst 10 57.08 90% 20 51.59 80% 30 45.07 40 41.80 70% 50 38.62 Average Precision 60% 60 34.91 70 31.28 50% 80 26.85 40% 90 19.40 30% 100 13.14 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 37.21 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1013 Second Quartile 0.3131 Third Quartile 0.5797 Interquartile range 0.4784 Mean 0.3721 Standard Deviation 0.2999 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3721 Std With No Outliers 0.2999 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 CoLesIRdeTst 0.5 041 74.66 086 44.19 131 0.47 166 1.30 Difference 0 042 73.81 087 22.92 132 79.07 167 61.04 −0.5 043 2.39 088 53.02 133 62.02 168 5.03 044 0.00 089 53.08 134 95.71 169 0.38 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 53.99 090 22.16 135 34.75 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 4.92 091 13.31 136 58.17 171 32.47 CoLesIRdeTst 047 6.74 092 16.54 137 7.69 172 33.33 0.5 Difference 048 12.95 093 72.19 138 40.94 173 91.84 0 049 29.12 094 79.85 139 8.30 174 87.53 −0.5 060 30.17 095 12.94 140 26.04 175 60.36 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 21.78 096 32.45 141 85.53 176 97.63 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 52.26 097 50.65 142 89.22 177 10.26 1 CoLesIRdeTst 063 44.99 098 43.68 143 62.30 178 35.77 0.5 Difference 064 100.00 099 27.83 144 0.00 179 53.68 0 065 6.38 110 50.11 145 14.60 190 7.08 −0.5 066 81.95 111 1.78 146 0.00 191 0.00 −1 067 22.06 112 87.29 147 3.19 192 57.77 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 15.86 113 8.81 148 9.41 193 54.60 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 8.28 114 25.52 149 93.38 194 83.33 CoLesIRdeTst 0.5 080 7.07 115 13.66 160 14.29 195 40.80 Difference 081 52.21 116 57.45 161 1.59 196 97.62 0 082 33.65 117 23.44 162 51.99 197 57.72 −0.5 083 16.20 118 18.41 163 12.84 198 10.28 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 10.00 119 72.40 164 13.70 199 72.81 Topic Identifier 085 7.25 130 61.35 165 44.83 200 24.74 105 colesir CoLesIRdeTst AH-ROBUST-MONO-DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual German track − Retrieved documents vs Precision 100% 5 docs 44.20 CoLesIRdeTst 10 docs 41.20 90% 15 docs 38.53 80% 20 docs 36.30 30 docs 31.87 70% 100 docs 19.22 60% 200 docs 12.27 R−Precision 500 docs 5.92 50% 1000 docs 3.23 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.49 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1314 Second Quartile 0.3190 Third Quartile 0.5813 Interquartile range 0.4499 Mean 0.3649 Standard Deviation 0.2762 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3649 Std With No Outliers 0.2762 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 CoLesIRdeTst 0.5 041 67.86 086 48.65 131 1.52 166 0.00 Difference 0 042 68.40 087 23.53 132 71.43 167 50.00 −0.5 043 0.00 088 55.17 133 59.09 168 5.88 044 0.00 089 58.62 134 85.71 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 56.60 090 31.25 135 43.68 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 15.62 136 42.86 171 25.00 CoLesIRdeTst 047 4.17 092 17.65 137 0.00 172 0.00 0.5 Difference 048 21.82 093 72.22 138 35.48 173 80.00 0 049 22.22 094 71.88 139 10.71 174 77.78 −0.5 060 38.60 095 24.55 140 38.27 175 54.55 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 32.56 096 44.44 141 75.00 176 91.89 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 44.44 097 53.33 142 80.00 177 14.29 1 CoLesIRdeTst 063 47.37 098 48.00 143 60.32 178 42.86 0.5 Difference 064 100.00 099 34.83 144 0.00 179 53.06 0 065 16.92 110 58.33 145 10.00 190 17.54 −0.5 066 70.59 111 0.00 146 0.00 191 0.00 −1 067 28.00 112 85.71 147 6.90 192 61.54 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.45 113 12.00 148 8.33 193 52.94 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 14.29 114 28.57 149 91.67 194 50.00 CoLesIRdeTst 0.5 080 11.67 115 25.00 160 0.00 195 37.93 Difference 081 48.00 116 58.06 161 0.00 196 83.33 0 082 29.63 117 26.67 162 54.17 197 58.20 −0.5 083 22.22 118 22.22 163 17.02 198 8.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 20.00 119 73.96 164 16.67 199 79.17 Topic Identifier 085 4.05 130 60.00 165 25.00 200 30.30 106 daedalus deFSdeR2S AH-ROBUST-MONO-DE-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language German Relevant 3,641 Topic Fields title, description Relevant retrieved 2,956 Pooled false Geometric Mean Average Precision 0.1061 Mandatory TD run Binary Preference (BPREF) 0.3808 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual German track − Interpolated Recall vs Average Precision 100% 0 66.74 deFSdeR2S 10 56.04 90% 20 48.83 80% 30 43.01 40 38.78 70% 50 35.11 Average Precision 60% 60 30.60 70 27.17 50% 80 21.64 40% 90 16.82 30% 100 9.24 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 34.06 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0849 Second Quartile 0.2410 Third Quartile 0.5680 Interquartile range 0.4830 Mean 0.3406 Standard Deviation 0.2947 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3406 Std With No Outliers 0.2947 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 deFSdeR2S 0.5 041 63.92 086 44.57 131 0.52 166 4.76 Difference 0 042 72.48 087 37.08 132 79.17 167 57.38 −0.5 043 7.41 088 58.00 133 57.51 168 1.90 044 0.00 089 52.09 134 93.67 169 13.89 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 66.60 090 14.03 135 6.30 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 8.66 091 10.20 136 45.81 171 2.71 deFSdeR2S 047 13.62 092 18.65 137 0.00 172 0.00 0.5 Difference 048 8.05 093 83.32 138 44.91 173 98.09 0 049 21.15 094 78.07 139 1.53 174 27.60 −0.5 060 22.04 095 3.32 140 13.69 175 74.66 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 4.55 096 21.91 141 75.00 176 97.03 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 42.78 097 31.52 142 32.51 177 0.07 1 deFSdeR2S 063 41.54 098 36.23 143 50.72 178 24.04 0.5 Difference 064 100.00 099 13.50 144 0.00 179 63.90 0 065 5.53 110 42.42 145 8.33 190 54.93 −0.5 066 76.84 111 0.42 146 0.00 191 0.00 −1 067 16.00 112 71.02 147 5.08 192 34.87 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 28.72 113 15.38 148 13.45 193 64.58 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 12.93 114 9.46 149 53.87 194 100.00 deFSdeR2S 0.5 080 48.34 115 13.32 160 10.00 195 21.74 Difference 081 51.71 116 49.04 161 0.68 196 95.83 0 082 62.85 117 17.85 162 32.20 197 64.74 −0.5 083 17.71 118 6.32 163 55.48 198 12.81 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 10.00 119 62.97 164 7.06 199 72.29 Topic Identifier 085 24.17 130 56.21 165 46.25 200 10.02 107 daedalus deFSdeR2S AH-ROBUST-MONO-DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual German track − Retrieved documents vs Precision 100% 5 docs 46.40 deFSdeR2S 10 docs 40.90 90% 15 docs 37.73 80% 20 docs 34.90 30 docs 31.10 70% 100 docs 18.31 60% 200 docs 11.57 R−Precision 500 docs 5.52 50% 1000 docs 2.96 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 34.80 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1091 Second Quartile 0.2920 Third Quartile 0.5757 Interquartile range 0.4666 Mean 0.3480 Standard Deviation 0.2760 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3480 Std With No Outliers 0.2760 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 deFSdeR2S 0.5 041 57.14 086 44.14 131 4.55 166 0.00 Difference 0 042 67.92 087 35.29 132 71.43 167 50.00 −0.5 043 0.00 088 55.17 133 63.64 168 0.00 044 0.00 089 49.66 134 85.71 169 20.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 62.26 090 18.75 135 16.09 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 18.75 136 42.86 171 0.00 deFSdeR2S 047 10.42 092 17.65 137 0.00 172 0.00 0.5 Difference 048 14.55 093 80.56 138 38.71 173 90.00 0 049 22.22 094 75.00 139 3.57 174 30.56 −0.5 060 29.82 095 5.45 140 27.16 175 63.64 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 2.33 096 25.93 141 75.00 176 89.19 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 33.33 142 40.00 177 0.00 1 deFSdeR2S 063 34.21 098 48.00 143 58.73 178 38.10 0.5 Difference 064 100.00 099 25.84 144 0.00 179 59.18 0 065 16.92 110 58.33 145 20.00 190 56.14 −0.5 066 68.63 111 0.00 146 0.00 191 0.00 −1 067 18.00 112 64.29 147 6.90 192 46.15 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.91 113 16.00 148 25.00 193 52.94 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 28.57 114 10.71 149 50.00 194 100.00 deFSdeR2S 0.5 080 55.00 115 16.67 160 0.00 195 27.59 Difference 081 58.00 116 54.84 161 0.00 196 83.33 0 082 70.37 117 22.22 162 41.67 197 60.66 −0.5 083 11.11 118 0.00 163 48.94 198 16.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 20.00 119 67.71 164 16.67 199 70.83 Topic Identifier 085 27.03 130 60.00 165 25.00 200 10.61 108 daedalus deFSdeR3S AH-ROBUST-MONO-DE-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language German Relevant 3,641 Topic Fields title, description, narrative Relevant retrieved 3,094 Pooled false Geometric Mean Average Precision 0.1155 TDN run Binary Preference (BPREF) 0.4186 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual German track − Interpolated Recall vs Average Precision 100% 0 68.65 deFSdeR3S 10 58.26 90% 20 52.51 80% 30 48.00 40 44.83 70% 50 40.74 Average Precision 60% 60 35.32 70 30.88 50% 80 25.23 40% 90 18.33 30% 100 10.34 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 38.03 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1147 Second Quartile 0.3315 Third Quartile 0.6281 Interquartile range 0.5134 Mean 0.3803 Standard Deviation 0.3013 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3803 Std With No Outliers 0.3013 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 deFSdeR3S 0.5 041 61.19 086 48.24 131 0.95 166 1.70 Difference 0 042 71.70 087 33.47 132 73.59 167 67.50 −0.5 043 3.68 088 60.77 133 63.38 168 2.38 044 0.00 089 50.92 134 88.39 169 16.32 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 67.56 090 18.12 135 11.61 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.83 091 11.33 136 48.80 171 5.96 deFSdeR3S 047 12.81 092 19.99 137 0.00 172 0.00 0.5 Difference 048 10.93 093 89.49 138 71.97 173 97.33 0 049 17.75 094 76.09 139 1.06 174 63.22 −0.5 060 21.64 095 12.14 140 8.63 175 52.82 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 3.85 096 20.67 141 75.00 176 97.53 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 48.80 097 65.79 142 33.98 177 0.00 1 deFSdeR3S 063 54.22 098 39.48 143 57.68 178 10.27 0.5 Difference 064 100.00 099 26.18 144 0.00 179 62.65 0 065 13.27 110 45.64 145 32.81 190 57.26 −0.5 066 77.36 111 0.77 146 0.00 191 0.00 −1 067 20.06 112 76.02 147 3.17 192 48.51 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 32.97 113 3.39 148 14.16 193 62.96 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 7.54 114 26.07 149 84.68 194 100.00 deFSdeR3S 0.5 080 50.22 115 17.09 160 25.00 195 23.51 Difference 081 64.50 116 56.88 161 33.33 196 95.83 0 082 55.21 117 19.18 162 74.97 197 58.56 −0.5 083 18.25 118 26.83 163 58.64 198 11.95 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.22 119 62.02 164 9.73 199 78.31 Topic Identifier 085 39.69 130 78.43 165 40.91 200 23.54 109 daedalus deFSdeR3S AH-ROBUST-MONO-DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual German track − Retrieved documents vs Precision 100% 5 docs 50.40 deFSdeR3S 10 docs 45.70 90% 15 docs 41.07 80% 20 docs 38.60 30 docs 33.90 70% 100 docs 19.34 60% 200 docs 12.21 R−Precision 500 docs 5.76 50% 1000 docs 3.09 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 37.76 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1422 Second Quartile 0.3842 Third Quartile 0.5846 Interquartile range 0.4425 Mean 0.3776 Standard Deviation 0.2817 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3776 Std With No Outliers 0.2817 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 deFSdeR3S 0.5 041 50.00 086 46.85 131 6.06 166 0.00 Difference 0 042 69.34 087 35.29 132 60.71 167 50.00 −0.5 043 0.00 088 55.17 133 64.55 168 5.88 044 0.00 089 53.10 134 71.43 169 20.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 64.15 090 18.75 135 21.84 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 20.00 091 15.62 136 42.86 171 0.00 deFSdeR3S 047 18.75 092 23.53 137 0.00 172 0.00 0.5 Difference 048 18.18 093 75.00 138 74.19 173 90.00 0 049 11.11 094 81.25 139 3.57 174 63.89 −0.5 060 28.07 095 14.55 140 18.52 175 54.55 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 2.33 096 22.22 141 75.00 176 90.54 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 66.67 097 53.33 142 40.00 177 0.00 1 deFSdeR3S 063 55.26 098 52.00 143 58.73 178 23.81 0.5 Difference 064 100.00 099 38.20 144 0.00 179 55.10 0 065 21.54 110 54.17 145 40.00 190 57.89 −0.5 066 66.67 111 0.00 146 0.00 191 0.00 −1 067 26.00 112 71.43 147 3.45 192 50.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 38.64 113 8.00 148 25.00 193 55.88 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 25.00 149 83.33 194 100.00 deFSdeR3S 0.5 080 56.67 115 25.00 160 0.00 195 24.14 Difference 081 58.00 116 54.84 161 0.00 196 83.33 0 082 59.26 117 31.11 162 70.83 197 58.20 −0.5 083 11.11 118 44.44 163 57.45 198 16.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 66.67 164 13.89 199 75.00 Topic Identifier 085 39.19 130 66.67 165 25.00 200 31.82 110 daedalus dex021deRFW3FS3 AH-ROBUST-MONO-DE-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language German Relevant 3,641 Topic Fields title, description, narrative Relevant retrieved 3,094 Pooled false Geometric Mean Average Precision 0.1149 Combined run Binary Preference (BPREF) 0.4258 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual German track − Interpolated Recall vs Average Precision 100% 0 66.76 dex021deRFW3FS3 10 59.02 90% 20 53.10 80% 30 48.46 40 45.35 70% 50 41.40 Average Precision 60% 60 35.66 70 31.21 50% 80 25.56 40% 90 18.66 30% 100 10.67 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 38.31 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1089 Second Quartile 0.3208 Third Quartile 0.6281 Interquartile range 0.5191 Mean 0.3831 Standard Deviation 0.3063 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3831 Std With No Outliers 0.3063 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dex021deRFW3FS3 0.5 041 61.19 086 47.72 131 0.93 166 1.70 Difference 0 042 71.70 087 32.49 132 73.59 167 67.50 −0.5 043 3.68 088 60.77 133 63.38 168 2.38 044 0.00 089 51.56 134 88.39 169 16.32 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 67.56 090 15.69 135 11.15 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.83 091 11.33 136 51.18 171 5.96 dex021deRFW3FS3 047 12.74 092 19.99 137 0.00 172 0.00 0.5 Difference 048 10.93 093 89.49 138 68.44 173 97.33 0 049 14.05 094 78.69 139 1.06 174 63.22 −0.5 060 19.31 095 12.14 140 7.99 175 52.82 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 3.85 096 20.67 141 75.00 176 97.53 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 56.21 097 65.79 142 33.98 177 0.00 1 dex021deRFW3FS3 063 54.22 098 38.81 143 55.55 178 10.27 0.5 Difference 064 100.00 099 26.55 144 0.00 179 62.65 0 065 10.86 110 45.64 145 28.69 190 57.26 −0.5 066 77.36 111 0.77 146 0.00 191 0.00 −1 067 15.78 112 76.02 147 2.97 192 48.51 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 31.67 113 3.36 148 16.66 193 62.96 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 7.54 114 23.68 149 84.68 194 83.33 dex021deRFW3FS3 0.5 080 50.16 115 16.39 160 25.00 195 24.67 Difference 081 61.94 116 57.96 161 100.00 196 95.83 0 082 55.21 117 18.44 162 74.97 197 57.66 −0.5 083 18.25 118 25.34 163 58.64 198 10.56 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.22 119 62.19 164 9.37 199 78.31 Topic Identifier 085 39.69 130 78.43 165 40.91 200 24.05 111 daedalus dex021deRFW3FS3 AH-ROBUST-MONO-DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual German track − Retrieved documents vs Precision 100% 5 docs 49.60 dex021deRFW3FS3 10 docs 45.50 90% 15 docs 40.93 80% 20 docs 38.50 30 docs 33.87 70% 100 docs 19.34 60% 200 docs 12.21 R−Precision 500 docs 5.76 50% 1000 docs 3.09 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 38.15 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1509 Second Quartile 0.3842 Third Quartile 0.5846 Interquartile range 0.4338 Mean 0.3815 Standard Deviation 0.2794 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3815 Std With No Outliers 0.2794 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dex021deRFW3FS3 0.5 041 50.00 086 46.85 131 6.06 166 0.00 Difference 0 042 69.34 087 35.29 132 60.71 167 50.00 −0.5 043 0.00 088 55.17 133 64.55 168 5.88 044 0.00 089 53.10 134 71.43 169 20.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 64.15 090 18.75 135 21.84 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 20.00 091 15.62 136 42.86 171 0.00 dex021deRFW3FS3 047 18.75 092 23.53 137 0.00 172 0.00 0.5 Difference 048 18.18 093 75.00 138 74.19 173 90.00 0 049 11.11 094 81.25 139 3.57 174 63.89 −0.5 060 28.07 095 14.55 140 18.52 175 54.55 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 2.33 096 22.22 141 75.00 176 90.54 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 66.67 097 53.33 142 40.00 177 0.00 1 dex021deRFW3FS3 063 55.26 098 52.00 143 58.73 178 23.81 0.5 Difference 064 100.00 099 38.20 144 0.00 179 55.10 0 065 21.54 110 54.17 145 40.00 190 57.89 −0.5 066 66.67 111 0.00 146 0.00 191 0.00 −1 067 26.00 112 71.43 147 3.45 192 50.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 38.64 113 8.00 148 25.00 193 55.88 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 25.00 149 83.33 194 50.00 dex021deRFW3FS3 0.5 080 56.67 115 25.00 160 0.00 195 24.14 Difference 081 58.00 116 54.84 161 100.00 196 83.33 0 082 59.26 117 31.11 162 70.83 197 58.20 −0.5 083 11.11 118 33.33 163 57.45 198 16.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 66.67 164 13.89 199 75.00 Topic Identifier 085 39.19 130 66.67 165 25.00 200 31.82 112 daedalus dex011deRFW3FS3 AH-ROBUST-MONO-DE-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language German Relevant 3,641 Topic Fields title, description, narrative Relevant retrieved 3,094 Pooled false Geometric Mean Average Precision 0.1159 Combined run Binary Preference (BPREF) 0.4288 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual German track − Interpolated Recall vs Average Precision 100% 0 67.09 dex011deRFW3FS3 10 59.06 90% 20 53.15 80% 30 48.65 40 45.49 70% 50 41.40 Average Precision 60% 60 35.99 70 31.54 50% 80 25.89 40% 90 18.99 30% 100 11.01 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 38.63 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1161 Second Quartile 0.3265 Third Quartile 0.6281 Interquartile range 0.5120 Mean 0.3863 Standard Deviation 0.3090 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3863 Std With No Outliers 0.3090 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dex011deRFW3FS3 0.5 041 61.19 086 48.24 131 0.93 166 1.70 Difference 0 042 71.70 087 32.49 132 73.59 167 67.50 −0.5 043 3.68 088 60.77 133 63.38 168 2.38 044 0.00 089 51.27 134 88.39 169 16.32 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 67.56 090 17.08 135 11.61 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.83 091 12.37 136 48.80 171 5.96 dex011deRFW3FS3 047 12.77 092 19.99 137 0.00 172 0.00 0.5 Difference 048 10.93 093 89.49 138 71.97 173 97.33 0 049 14.97 094 77.65 139 1.06 174 63.22 −0.5 060 19.31 095 12.14 140 8.22 175 52.82 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 3.85 096 20.67 141 75.00 176 97.53 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 56.21 097 65.79 142 33.98 177 0.00 1 dex011deRFW3FS3 063 54.22 098 39.48 143 57.68 178 10.27 0.5 Difference 064 100.00 099 26.55 144 0.00 179 62.65 0 065 11.60 110 45.64 145 32.81 190 57.26 −0.5 066 77.36 111 0.77 146 0.00 191 0.00 −1 067 17.20 112 76.02 147 3.05 192 48.51 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 30.77 113 3.36 148 14.16 193 62.96 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 7.54 114 24.28 149 84.68 194 100.00 dex011deRFW3FS3 0.5 080 50.77 115 16.39 160 25.00 195 23.51 Difference 081 61.94 116 59.03 161 100.00 196 95.83 0 082 55.21 117 19.18 162 74.97 197 58.56 −0.5 083 18.25 118 26.83 163 58.64 198 11.95 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.22 119 62.02 164 9.37 199 78.31 Topic Identifier 085 39.69 130 78.43 165 40.91 200 23.54 113 daedalus dex011deRFW3FS3 AH-ROBUST-MONO-DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual German track − Retrieved documents vs Precision 100% 5 docs 50.40 dex011deRFW3FS3 10 docs 45.60 90% 15 docs 41.00 80% 20 docs 38.55 30 docs 33.87 70% 100 docs 19.34 60% 200 docs 12.21 R−Precision 500 docs 5.76 50% 1000 docs 3.09 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 38.76 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1509 Second Quartile 0.3891 Third Quartile 0.5899 Interquartile range 0.4391 Mean 0.3876 Standard Deviation 0.2859 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3876 Std With No Outliers 0.2859 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dex011deRFW3FS3 0.5 041 50.00 086 46.85 131 6.06 166 0.00 Difference 0 042 69.34 087 35.29 132 60.71 167 50.00 −0.5 043 0.00 088 55.17 133 64.55 168 5.88 044 0.00 089 53.10 134 71.43 169 20.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 64.15 090 18.75 135 21.84 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 20.00 091 15.62 136 42.86 171 0.00 dex011deRFW3FS3 047 18.75 092 23.53 137 0.00 172 0.00 0.5 Difference 048 18.18 093 75.00 138 74.19 173 90.00 0 049 11.11 094 81.25 139 3.57 174 63.89 −0.5 060 28.07 095 14.55 140 18.52 175 54.55 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 2.33 096 22.22 141 75.00 176 90.54 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 66.67 097 53.33 142 40.00 177 0.00 1 dex011deRFW3FS3 063 55.26 098 52.00 143 58.73 178 23.81 0.5 Difference 064 100.00 099 38.20 144 0.00 179 55.10 0 065 21.54 110 54.17 145 40.00 190 57.89 −0.5 066 66.67 111 0.00 146 0.00 191 0.00 −1 067 26.00 112 71.43 147 3.45 192 50.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 38.64 113 8.00 148 25.00 193 55.88 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 25.00 149 83.33 194 100.00 dex011deRFW3FS3 0.5 080 56.67 115 25.00 160 0.00 195 24.14 Difference 081 58.00 116 54.84 161 100.00 196 83.33 0 082 59.26 117 31.11 162 70.83 197 58.20 −0.5 083 11.11 118 44.44 163 57.45 198 16.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 66.67 164 13.89 199 75.00 Topic Identifier 085 39.19 130 66.67 165 25.00 200 31.82 114 hummingbird humDE06Rtde AH-ROBUST-MONO-DE-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language German Relevant 3,641 Topic Fields title, description Relevant retrieved 3,370 Pooled false Geometric Mean Average Precision 0.2253 same as humDE06Rtde0 Binary Preference (BPREF) 0.5291 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual German track − Interpolated Recall vs Average Precision 100% 0 74.50 humDE06Rtde 10 67.55 90% 20 61.86 80% 30 57.66 40 55.49 70% 50 52.54 Average Precision 60% 60 48.30 70 44.00 50% 80 38.31 40% 90 29.14 30% 100 17.92 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 48.30 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2009 Second Quartile 0.4896 Third Quartile 0.7837 Interquartile range 0.5828 Mean 0.4830 Standard Deviation 0.3096 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4830 Std With No Outliers 0.3096 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humDE06Rtde 0.5 041 84.97 086 35.30 131 2.83 166 2.40 Difference 0 042 74.23 087 34.85 132 84.65 167 80.42 −0.5 043 41.67 088 64.10 133 65.63 168 15.12 044 0.00 089 65.54 134 85.30 169 6.53 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 51.34 090 10.61 135 60.49 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 5.03 091 32.10 136 59.59 171 58.88 humDE06Rtde 047 15.89 092 23.49 137 5.56 172 100.00 0.5 Difference 048 20.95 093 86.72 138 65.90 173 96.52 0 049 24.57 094 77.99 139 16.10 174 89.36 −0.5 060 34.71 095 6.91 140 49.62 175 87.42 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 46.12 096 23.76 141 97.05 176 98.77 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 46.64 097 50.57 142 88.99 177 28.81 1 humDE06Rtde 063 79.15 098 43.67 143 69.41 178 43.77 0.5 Difference 064 100.00 099 54.75 144 0.00 179 80.69 0 065 12.04 110 56.39 145 78.74 190 11.70 −0.5 066 83.83 111 16.71 146 0.00 191 0.00 −1 067 68.23 112 83.19 147 33.84 192 84.97 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 21.78 113 14.00 148 11.15 193 63.63 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 11.51 114 19.22 149 87.08 194 83.33 humDE06Rtde 0.5 080 42.66 115 26.82 160 25.00 195 53.45 Difference 081 52.80 116 48.29 161 1.64 196 94.44 0 082 84.60 117 45.53 162 89.21 197 73.21 −0.5 083 26.58 118 24.48 163 69.20 198 14.29 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 21.67 119 72.50 164 39.65 199 82.27 Topic Identifier 085 18.06 130 72.76 165 65.00 200 69.16 115 hummingbird humDE06Rtde AH-ROBUST-MONO-DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual German track − Retrieved documents vs Precision 100% 5 docs 55.80 humDE06Rtde 10 docs 51.20 90% 15 docs 48.27 80% 20 docs 44.90 30 docs 39.87 70% 100 docs 23.23 60% 200 docs 14.36 R−Precision 500 docs 6.50 50% 1000 docs 3.37 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 46.34 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2192 Second Quartile 0.5000 Third Quartile 0.6910 Interquartile range 0.4717 Mean 0.4634 Standard Deviation 0.2822 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4634 Std With No Outliers 0.2822 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humDE06Rtde 0.5 041 75.00 086 47.75 131 3.03 166 0.00 Difference 0 042 69.34 087 35.29 132 78.57 167 75.00 −0.5 043 0.00 088 56.90 133 66.36 168 23.53 044 0.00 089 67.59 134 71.43 169 10.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 53.77 090 12.50 135 58.62 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 37.50 136 57.14 171 50.00 humDE06Rtde 047 12.50 092 29.41 137 0.00 172 100.00 0.5 Difference 048 29.09 093 80.56 138 64.52 173 80.00 0 049 16.67 094 75.00 139 10.71 174 83.33 −0.5 060 54.39 095 17.27 140 56.79 175 81.82 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 58.14 096 29.63 141 87.50 176 93.24 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 44.44 097 60.00 142 84.62 177 28.57 1 humDE06Rtde 063 68.42 098 48.00 143 66.67 178 42.86 0.5 Difference 064 100.00 099 53.93 144 0.00 179 75.51 0 065 20.00 110 62.50 145 60.00 190 22.81 −0.5 066 68.63 111 12.50 146 0.00 191 0.00 −1 067 66.00 112 71.43 147 37.93 192 73.08 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 34.09 113 24.00 148 8.33 193 58.82 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 14.29 114 28.57 149 83.33 194 50.00 humDE06Rtde 0.5 080 47.50 115 37.50 160 0.00 195 58.62 Difference 081 48.00 116 45.16 161 0.00 196 83.33 0 082 77.78 117 53.33 162 79.17 197 68.85 −0.5 083 33.33 118 22.22 163 65.96 198 16.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 20.00 119 73.96 164 44.44 199 75.00 Topic Identifier 085 21.62 130 73.33 165 50.00 200 59.09 116 hummingbird humDE06Rtd AH-ROBUST-MONO-DE-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language German Relevant 3,641 Topic Fields title, description Relevant retrieved 3,322 Pooled false Geometric Mean Average Precision 0.1959 same as humDE06Rtd0 Binary Preference (BPREF) 0.4608 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual German track − Interpolated Recall vs Average Precision 100% 0 71.99 humDE06Rtd 10 62.55 90% 20 56.18 80% 30 51.22 40 48.65 70% 50 45.48 Average Precision 60% 60 41.53 70 36.56 50% 80 31.30 40% 90 23.06 30% 100 14.21 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 42.45 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1654 Second Quartile 0.3889 Third Quartile 0.6906 Interquartile range 0.5252 Mean 0.4245 Standard Deviation 0.2966 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4245 Std With No Outliers 0.2966 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humDE06Rtd 0.5 041 80.82 086 41.33 131 2.60 166 3.09 Difference 0 042 72.76 087 27.47 132 79.94 167 68.45 −0.5 043 41.67 088 61.21 133 57.30 168 7.04 044 0.00 089 64.20 134 84.52 169 6.20 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 57.93 090 10.04 135 32.39 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 5.71 091 21.15 136 52.20 171 37.55 humDE06Rtd 047 11.81 092 16.83 137 14.29 172 100.00 0.5 Difference 048 21.42 093 83.81 138 51.98 173 98.09 0 049 19.36 094 75.55 139 14.64 174 85.10 −0.5 060 30.40 095 1.71 140 38.48 175 81.80 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 39.18 096 19.41 141 84.20 176 98.39 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 51.87 097 31.34 142 89.84 177 24.24 1 humDE06Rtd 063 71.31 098 30.35 143 61.79 178 41.51 0.5 Difference 064 100.00 099 21.95 144 0.00 179 68.86 0 065 9.62 110 51.71 145 47.05 190 16.25 −0.5 066 84.15 111 6.07 146 0.00 191 0.00 −1 067 40.70 112 79.59 147 26.11 192 74.17 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.55 113 9.13 148 12.20 193 61.23 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 13.46 114 12.17 149 80.79 194 83.33 humDE06Rtd 0.5 080 45.68 115 19.85 160 20.00 195 44.86 Difference 081 38.59 116 46.83 161 7.14 196 87.33 0 082 69.48 117 18.37 162 82.11 197 65.54 −0.5 083 21.66 118 19.78 163 62.66 198 14.11 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 18.82 119 69.25 164 33.29 199 77.59 Topic Identifier 085 15.92 130 61.04 165 46.36 200 35.17 117 hummingbird humDE06Rtd AH-ROBUST-MONO-DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual German track − Retrieved documents vs Precision 100% 5 docs 50.20 humDE06Rtd 10 docs 45.90 90% 15 docs 42.80 80% 20 docs 40.20 30 docs 35.70 70% 100 docs 21.26 60% 200 docs 13.40 R−Precision 500 docs 6.26 50% 1000 docs 3.32 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 41.68 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1775 Second Quartile 0.4303 Third Quartile 0.6216 Interquartile range 0.4441 Mean 0.4168 Standard Deviation 0.2675 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4168 Std With No Outliers 0.2675 Ad−Hoc Robust Monolingual German track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humDE06Rtd 0.5 041 75.00 086 48.65 131 3.03 166 0.00 Difference 0 042 67.92 087 29.41 132 75.00 167 50.00 −0.5 043 50.00 088 55.17 133 61.82 168 11.76 044 0.00 089 66.21 134 71.43 169 10.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 57.55 090 12.50 135 35.63 170 0.00 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 15.62 136 57.14 171 37.50 humDE06Rtd 047 12.50 092 17.65 137 0.00 172 100.00 0.5 Difference 048 23.64 093 77.78 138 48.39 173 90.00 0 049 16.67 094 75.00 139 10.71 174 80.56 −0.5 060 43.86 095 4.55 140 43.21 175 63.64 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 48.84 096 29.63 141 62.50 176 91.89 Topic Identifier Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 44.44 097 33.33 142 81.54 177 28.57 1 humDE06Rtd 063 60.53 098 44.00 143 58.73 178 42.86 0.5 Difference 064 100.00 099 28.09 144 0.00 179 65.31 0 065 15.38 110 54.17 145 50.00 190 22.81 −0.5 066 70.59 111 12.50 146 0.00 191 0.00 −1 067 42.00 112 71.43 147 27.59 192 61.54 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 31.82 113 16.00 148 16.67 193 61.76 Ad−Hoc Robust Monolingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 28.57 114 17.86 149 75.00 194 50.00 humDE06Rtd 0.5 080 53.33 115 29.17 160 0.00 195 48.28 Difference 081 42.00 116 45.16 161 0.00 196 83.33 0 082 70.37 117 22.22 162 79.17 197 64.75 −0.5 083 33.33 118 22.22 163 59.57 198 16.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 20.00 119 70.83 164 38.89 199 72.92 Topic Identifier 085 24.32 130 60.00 165 25.00 200 40.91 118 colesir CoLesIRenTst AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description Relevant retrieved 1,379 Pooled false Geometric Mean Average Precision 0.0841 robust monolingual EN - TEST; automatic; TD Binary Preference (BPREF) 0.3958 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 63.96 CoLesIRenTst 10 58.49 90% 20 52.10 80% 30 47.75 40 44.23 70% 50 39.58 Average Precision 60% 60 32.79 70 29.44 50% 80 25.30 40% 90 20.28 30% 100 17.30 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 37.64 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0964 Second Quartile 0.2951 Third Quartile 0.5482 Interquartile range 0.4517 Mean 0.3764 Standard Deviation 0.3138 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3764 Std With No Outliers 0.3138 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 CoLesIRenTst 0.5 041 26.85 086 28.28 131 40.26 166 0.00 Difference 0 042 21.00 087 34.40 132 0.00 167 23.94 −0.5 043 25.36 088 50.00 133 14.82 168 38.53 044 52.94 089 56.69 134 75.00 169 0.49 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 57.39 090 27.39 135 16.79 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 24.67 091 54.15 136 25.00 171 9.04 CoLesIRenTst 047 54.48 092 53.80 137 25.00 172 9.04 0.5 Difference 048 20.78 093 0.00 138 41.49 173 100.00 0 049 28.72 094 77.39 139 3.97 174 100.00 −0.5 060 0.00 095 25.99 140 34.18 175 87.71 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 39.52 096 0.00 141 100.00 176 90.72 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 88.74 177 1.58 1 CoLesIRenTst 063 50.00 098 100.00 143 82.68 178 14.07 0.5 Difference 064 55.15 099 35.62 144 58.68 179 28.34 0 065 16.34 110 0.00 145 12.15 190 6.24 −0.5 066 75.48 111 10.02 146 32.69 191 0.00 −1 067 2.50 112 58.33 147 41.42 192 47.30 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.96 113 0.44 148 4.29 193 53.35 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 19.42 114 49.28 149 0.00 194 25.00 CoLesIRenTst 0.5 080 9.26 115 17.16 160 6.48 195 0.00 Difference 081 76.08 116 30.30 161 0.00 196 50.00 0 082 56.64 117 0.00 162 25.00 197 24.94 −0.5 083 4.51 118 0.00 163 84.69 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 44.71 119 77.42 164 3.60 199 48.67 Topic Identifier 085 18.57 130 34.90 165 100.00 200 45.56 119 colesir CoLesIRenTst AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 37.00 CoLesIRenTst 10 docs 28.60 90% 15 docs 24.93 80% 20 docs 21.85 30 docs 18.20 70% 100 docs 9.26 60% 200 docs 5.61 R−Precision 500 docs 2.61 50% 1000 docs 1.38 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.21 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.3258 Third Quartile 0.5000 Interquartile range 0.5000 Mean 0.3621 Standard Deviation 0.3150 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3621 Std With No Outliers 0.3150 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 CoLesIRenTst 0.5 041 25.00 086 40.24 131 45.00 166 0.00 Difference 0 042 29.41 087 16.67 132 0.00 167 40.00 −0.5 043 27.27 088 0.00 133 40.00 168 38.89 044 50.00 089 50.00 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 60.61 090 25.00 135 40.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 33.33 091 42.86 136 0.00 171 15.79 CoLesIRenTst 047 48.78 092 59.26 137 50.00 172 0.00 0.5 Difference 048 24.24 093 0.00 138 50.00 173 100.00 0 049 35.71 094 66.67 139 0.00 174 100.00 −0.5 060 0.00 095 27.08 140 44.29 175 85.71 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 40.00 096 0.00 141 100.00 176 87.18 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 75.00 177 0.00 1 CoLesIRenTst 063 0.00 098 100.00 143 74.36 178 25.00 0.5 Difference 064 70.00 099 28.57 144 66.67 179 31.82 0 065 20.00 110 0.00 145 13.16 190 11.11 −0.5 066 72.73 111 20.00 146 50.00 191 0.00 −1 067 0.00 112 50.00 147 43.14 192 33.33 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 28.57 113 0.00 148 16.67 193 42.86 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 25.00 114 42.86 149 0.00 194 0.00 CoLesIRenTst 0.5 080 16.07 115 20.00 160 0.00 195 0.00 Difference 081 62.50 116 27.27 161 0.00 196 0.00 0 082 50.00 117 0.00 162 0.00 197 24.00 −0.5 083 0.00 118 0.00 163 78.69 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 46.67 119 71.43 164 7.41 199 50.00 Topic Identifier 085 12.50 130 44.44 165 100.00 200 55.56 120 daedalus enFSenR2S AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description Relevant retrieved 1,465 Pooled false Geometric Mean Average Precision 0.0893 Mandatory TD run Binary Preference (BPREF) 0.4176 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 65.70 enFSenR2S 10 61.34 90% 20 57.50 80% 30 51.96 40 47.62 70% 50 42.90 Average Precision 60% 60 34.04 70 29.74 50% 80 24.80 40% 90 21.21 30% 100 16.14 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 39.69 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1136 Second Quartile 0.3855 Third Quartile 0.5847 Interquartile range 0.4711 Mean 0.3969 Standard Deviation 0.3050 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3969 Std With No Outliers 0.3050 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 enFSenR2S 0.5 041 16.58 086 44.57 131 40.13 166 0.00 Difference 0 042 27.85 087 54.47 132 0.00 167 27.45 −0.5 043 50.55 088 11.11 133 24.29 168 43.98 044 52.50 089 68.75 134 75.18 169 2.57 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 67.21 090 32.62 135 30.00 170 25.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 38.19 091 59.22 136 50.00 171 12.60 enFSenR2S 047 60.24 092 68.57 137 50.00 172 10.50 0.5 Difference 048 11.14 093 0.00 138 38.92 173 100.00 0 049 17.01 094 71.45 139 4.19 174 100.00 −0.5 060 0.00 095 28.14 140 36.21 175 75.55 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 49.86 096 0.00 141 100.00 176 93.53 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 77.14 177 39.63 1 enFSenR2S 063 0.30 098 100.00 143 84.01 178 5.31 0.5 Difference 064 23.14 099 28.28 144 51.67 179 2.70 0 065 36.59 110 0.00 145 51.44 190 72.65 −0.5 066 77.67 111 29.89 146 51.20 191 0.00 −1 067 25.17 112 50.56 147 56.18 192 57.66 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 11.57 113 0.12 148 6.10 193 52.52 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 40.76 114 47.50 149 0.00 194 1.27 enFSenR2S 0.5 080 43.98 115 15.14 160 10.05 195 0.00 Difference 081 89.94 116 33.21 161 0.00 196 50.00 0 082 57.71 117 0.00 162 14.29 197 23.50 −0.5 083 34.33 118 0.00 163 87.59 198 11.11 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 69.76 119 77.83 164 16.94 199 65.53 Topic Identifier 085 46.33 130 39.02 165 100.00 200 31.87 121 daedalus enFSenR2S AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 40.00 enFSenR2S 10 docs 32.10 90% 15 docs 28.07 80% 20 docs 24.90 30 docs 20.67 70% 100 docs 10.45 60% 200 docs 6.20 R−Precision 500 docs 2.80 50% 1000 docs 1.47 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.69 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.3964 Third Quartile 0.5541 Interquartile range 0.5541 Mean 0.3669 Standard Deviation 0.3029 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3669 Std With No Outliers 0.3029 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 enFSenR2S 0.5 041 12.50 086 50.00 131 32.50 166 0.00 Difference 0 042 31.37 087 33.33 132 0.00 167 40.00 −0.5 043 45.45 088 0.00 133 30.00 168 33.33 044 50.00 089 50.00 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 63.64 090 25.00 135 40.00 170 0.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 55.56 091 42.86 136 0.00 171 10.53 enFSenR2S 047 56.10 092 62.96 137 50.00 172 0.00 0.5 Difference 048 15.15 093 0.00 138 50.00 173 100.00 0 049 21.43 094 66.67 139 0.00 174 100.00 −0.5 060 0.00 095 35.42 140 45.71 175 57.14 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 40.00 096 0.00 141 100.00 176 84.62 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 87.50 177 46.15 1 enFSenR2S 063 0.00 098 100.00 143 74.36 178 0.00 0.5 Difference 064 20.00 099 28.57 144 33.33 179 0.00 0 065 33.33 110 0.00 145 55.26 190 66.67 −0.5 066 72.73 111 40.00 146 50.00 191 0.00 −1 067 50.00 112 40.00 147 49.02 192 50.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 28.57 113 0.00 148 16.67 193 57.14 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 42.86 149 0.00 194 0.00 enFSenR2S 0.5 080 39.29 115 20.00 160 0.00 195 0.00 Difference 081 75.00 116 27.27 161 0.00 196 0.00 0 082 60.00 117 0.00 162 0.00 197 14.00 −0.5 083 40.00 118 0.00 163 78.69 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 66.67 119 66.07 164 14.81 199 50.00 Topic Identifier 085 43.75 130 42.86 165 100.00 200 44.44 122 daedalus enFSenR3S AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description, narrative Relevant retrieved 1,484 Pooled false Geometric Mean Average Precision 0.1016 TDN run Binary Preference (BPREF) 0.4520 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 67.23 enFSenR3S 10 64.58 90% 20 60.61 80% 30 55.34 40 50.51 70% 50 45.30 Average Precision 60% 60 38.75 70 34.60 50% 80 28.48 40% 90 22.90 30% 100 17.25 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 42.89 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1414 Second Quartile 0.4498 Third Quartile 0.6378 Interquartile range 0.4963 Mean 0.4289 Standard Deviation 0.3093 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4289 Std With No Outliers 0.3093 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 enFSenR3S 0.5 041 20.46 086 55.42 131 44.69 166 0.00 Difference 0 042 29.82 087 62.15 132 0.00 167 30.67 −0.5 043 54.10 088 14.29 133 24.29 168 45.98 044 52.78 089 100.00 134 75.00 169 3.23 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 71.51 090 31.84 135 41.26 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 39.13 091 57.93 136 50.00 171 13.45 enFSenR3S 047 66.48 092 73.28 137 50.00 172 15.12 0.5 Difference 048 29.11 093 0.00 138 58.33 173 100.00 0 049 16.80 094 76.00 139 4.40 174 100.00 −0.5 060 0.00 095 39.88 140 41.43 175 76.42 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 60.09 096 0.00 141 100.00 176 94.71 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 83.39 177 34.97 1 enFSenR3S 063 2.70 098 33.33 143 73.65 178 14.00 0.5 Difference 064 52.45 099 50.25 144 50.74 179 1.93 0 065 57.23 110 0.00 145 68.73 190 74.44 −0.5 066 77.30 111 37.94 146 50.68 191 0.00 −1 067 5.00 112 55.04 147 54.53 192 62.28 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.19 113 0.84 148 7.27 193 52.52 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 43.33 114 63.57 149 0.00 194 25.00 enFSenR3S 0.5 080 45.27 115 20.54 160 8.89 195 0.00 Difference 081 80.58 116 40.46 161 0.00 196 50.00 0 082 42.04 117 0.00 162 50.00 197 11.93 −0.5 083 15.55 118 0.00 163 85.23 198 2.04 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 71.78 119 78.02 164 10.93 199 63.99 Topic Identifier 085 48.15 130 58.28 165 100.00 200 31.87 123 daedalus enFSenR3S AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 43.20 enFSenR3S 10 docs 34.80 90% 15 docs 29.60 80% 20 docs 26.25 30 docs 21.97 70% 100 docs 10.68 60% 200 docs 6.42 R−Precision 500 docs 2.87 50% 1000 docs 1.48 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 39.70 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.4278 Third Quartile 0.6667 Interquartile range 0.6667 Mean 0.3970 Standard Deviation 0.3186 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3970 Std With No Outliers 0.3186 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 enFSenR3S 0.5 041 25.00 086 56.10 131 40.00 166 0.00 Difference 0 042 37.25 087 50.00 132 0.00 167 40.00 −0.5 043 54.55 088 0.00 133 30.00 168 50.00 044 50.00 089 100.00 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 66.67 090 25.00 135 40.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 55.56 091 42.86 136 0.00 171 5.26 enFSenR3S 047 60.98 092 66.67 137 50.00 172 14.29 0.5 Difference 048 33.33 093 0.00 138 50.00 173 100.00 0 049 14.29 094 66.67 139 0.00 174 100.00 −0.5 060 0.00 095 42.71 140 50.00 175 71.43 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 40.00 096 0.00 141 100.00 176 87.18 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 87.50 177 23.08 1 enFSenR3S 063 0.00 098 0.00 143 69.23 178 25.00 0.5 Difference 064 70.00 099 42.86 144 33.33 179 4.55 0 065 60.00 110 0.00 145 68.42 190 66.67 −0.5 066 72.73 111 40.00 146 50.00 191 0.00 −1 067 0.00 112 50.00 147 52.94 192 66.67 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 42.86 113 0.00 148 16.67 193 57.14 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 71.43 149 0.00 194 0.00 enFSenR3S 0.5 080 46.43 115 24.00 160 0.00 195 0.00 Difference 081 75.00 116 45.45 161 0.00 196 0.00 0 082 40.00 117 0.00 162 0.00 197 10.00 −0.5 083 0.00 118 0.00 163 77.05 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 66.67 119 69.64 164 11.11 199 60.00 Topic Identifier 085 46.88 130 53.97 165 100.00 200 44.44 124 daedalus enFSenR5S AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description, narrative Relevant retrieved 1,473 Pooled false Geometric Mean Average Precision 0.0968 TDN run Binary Preference (BPREF) 0.4474 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 67.98 enFSenR5S 10 65.55 90% 20 60.93 80% 30 55.93 40 50.46 70% 50 46.95 Average Precision 60% 60 38.24 70 32.52 50% 80 27.72 40% 90 23.06 30% 100 17.47 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 43.02 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1361 Second Quartile 0.4538 Third Quartile 0.6510 Interquartile range 0.5149 Mean 0.4302 Standard Deviation 0.3128 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4302 Std With No Outliers 0.3128 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 enFSenR5S 0.5 041 17.36 086 51.33 131 45.34 166 0.00 Difference 0 042 26.95 087 58.69 132 0.00 167 31.61 −0.5 043 60.02 088 16.67 133 35.24 168 49.70 044 52.00 089 64.51 134 75.00 169 2.62 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 74.45 090 50.49 135 10.92 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 36.35 091 32.61 136 50.00 171 9.75 enFSenR5S 047 65.70 092 72.98 137 50.00 172 14.45 0.5 Difference 048 24.77 093 0.00 138 56.91 173 100.00 0 049 16.87 094 78.64 139 4.33 174 100.00 −0.5 060 0.00 095 31.71 140 30.67 175 73.45 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 57.69 096 0.00 141 100.00 176 94.15 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 77.14 177 37.24 1 enFSenR5S 063 0.33 098 100.00 143 82.42 178 27.22 0.5 Difference 064 20.77 099 39.29 144 50.00 179 1.88 0 065 46.47 110 0.00 145 55.15 190 73.74 −0.5 066 77.19 111 34.83 146 50.26 191 0.00 −1 067 12.66 112 54.12 147 79.90 192 53.64 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 41.15 113 0.30 148 6.22 193 46.37 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 42.48 114 61.39 149 0.00 194 1.61 enFSenR5S 0.5 080 44.87 115 18.62 160 5.56 195 0.00 Difference 081 87.01 116 38.69 161 0.00 196 50.00 0 082 62.66 117 0.00 162 50.00 197 42.26 −0.5 083 25.87 118 0.00 163 86.72 198 2.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 72.19 119 70.98 164 12.78 199 68.19 Topic Identifier 085 45.41 130 56.87 165 100.00 200 63.17 125 daedalus enFSenR5S AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 43.80 enFSenR5S 10 docs 34.00 90% 15 docs 29.67 80% 20 docs 26.25 30 docs 22.00 70% 100 docs 10.56 60% 200 docs 6.37 R−Precision 500 docs 2.87 50% 1000 docs 1.47 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 40.01 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0526 Second Quartile 0.4000 Third Quartile 0.6036 Interquartile range 0.5509 Mean 0.4001 Standard Deviation 0.3119 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4001 Std With No Outliers 0.3119 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 enFSenR5S 0.5 041 25.00 086 56.10 131 40.00 166 0.00 Difference 0 042 35.29 087 50.00 132 0.00 167 40.00 −0.5 043 54.55 088 0.00 133 30.00 168 38.89 044 50.00 089 50.00 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 69.70 090 50.00 135 20.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 44.44 091 28.57 136 0.00 171 10.53 enFSenR5S 047 60.98 092 66.67 137 50.00 172 28.57 0.5 Difference 048 30.30 093 0.00 138 50.00 173 100.00 0 049 14.29 094 66.67 139 0.00 174 100.00 −0.5 060 0.00 095 27.08 140 37.14 175 57.14 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 60.00 096 0.00 141 100.00 176 84.62 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 87.50 177 38.46 1 enFSenR5S 063 0.00 098 100.00 143 76.92 178 25.00 0.5 Difference 064 30.00 099 28.57 144 33.33 179 0.00 0 065 53.33 110 0.00 145 52.63 190 66.67 −0.5 066 72.73 111 40.00 146 50.00 191 0.00 −1 067 0.00 112 50.00 147 72.55 192 50.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 57.14 113 0.00 148 16.67 193 28.57 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 71.43 149 0.00 194 0.00 enFSenR5S 0.5 080 42.86 115 24.00 160 0.00 195 0.00 Difference 081 75.00 116 45.45 161 0.00 196 0.00 0 082 60.00 117 0.00 162 0.00 197 44.00 −0.5 083 20.00 118 0.00 163 80.33 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 66.67 119 60.71 164 11.11 199 60.00 Topic Identifier 085 46.88 130 57.14 165 100.00 200 66.67 126 daedalus enyenRFS3456 AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description, narrative Relevant retrieved 1,475 Pooled false Geometric Mean Average Precision 0.0999 Average run Binary Preference (BPREF) 0.4500 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 68.42 enyenRFS3456 10 65.51 90% 20 60.10 80% 30 56.13 40 51.16 70% 50 47.08 Average Precision 60% 60 39.19 70 33.60 50% 80 28.51 40% 90 23.57 30% 100 17.77 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 43.38 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1498 Second Quartile 0.4630 Third Quartile 0.6558 Interquartile range 0.5061 Mean 0.4338 Standard Deviation 0.3135 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4338 Std With No Outliers 0.3135 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 enyenRFS3456 0.5 041 17.94 086 52.93 131 45.08 166 0.00 Difference 0 042 27.93 087 58.52 132 0.00 167 30.75 −0.5 043 57.90 088 16.67 133 35.94 168 49.07 044 52.27 089 76.79 134 75.00 169 2.90 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 73.85 090 38.40 135 22.35 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 36.10 091 48.74 136 50.00 171 12.68 enyenRFS3456 047 65.64 092 72.51 137 50.00 172 15.26 0.5 Difference 048 24.86 093 0.00 138 57.84 173 100.00 0 049 16.81 094 78.16 139 4.37 174 100.00 −0.5 060 0.00 095 34.30 140 35.09 175 74.92 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 58.78 096 0.00 141 100.00 176 94.53 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 83.39 177 37.07 1 enyenRFS3456 063 0.91 098 100.00 143 81.70 178 14.70 0.5 Difference 064 29.86 099 40.73 144 51.67 179 2.24 0 065 49.33 110 0.00 145 59.09 190 75.31 −0.5 066 76.82 111 36.70 146 50.42 191 0.00 −1 067 12.62 112 54.22 147 78.72 192 56.14 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 33.16 113 0.38 148 6.76 193 46.93 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 42.73 114 62.00 149 0.00 194 1.64 enyenRFS3456 0.5 080 45.66 115 19.45 160 7.07 195 0.00 Difference 081 85.53 116 38.86 161 0.00 196 50.00 0 082 62.45 117 0.00 162 50.00 197 26.32 −0.5 083 23.19 118 0.00 163 87.66 198 2.56 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 74.16 119 73.93 164 13.15 199 65.53 Topic Identifier 085 47.59 130 56.93 165 100.00 200 57.76 127 daedalus enyenRFS3456 AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 43.60 enyenRFS3456 10 docs 34.70 90% 15 docs 29.93 80% 20 docs 26.30 30 docs 22.03 70% 100 docs 10.69 60% 200 docs 6.45 R−Precision 500 docs 2.89 50% 1000 docs 1.48 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 40.19 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.4196 Third Quartile 0.6075 Interquartile range 0.6075 Mean 0.4019 Standard Deviation 0.3147 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4019 Std With No Outliers 0.3147 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 enyenRFS3456 0.5 041 25.00 086 56.10 131 42.50 166 0.00 Difference 0 042 35.29 087 50.00 132 0.00 167 40.00 −0.5 043 54.55 088 0.00 133 30.00 168 38.89 044 50.00 089 50.00 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 66.67 090 25.00 135 40.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 55.56 091 42.86 136 0.00 171 5.26 enyenRFS3456 047 60.98 092 66.67 137 50.00 172 28.57 0.5 Difference 048 33.33 093 0.00 138 50.00 173 100.00 0 049 14.29 094 66.67 139 0.00 174 100.00 −0.5 060 0.00 095 31.25 140 41.43 175 71.43 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 60.00 096 0.00 141 100.00 176 84.62 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 87.50 177 38.46 1 enyenRFS3456 063 0.00 098 100.00 143 74.36 178 25.00 0.5 Difference 064 30.00 099 28.57 144 33.33 179 0.00 0 065 53.33 110 0.00 145 60.53 190 77.78 −0.5 066 72.73 111 40.00 146 50.00 191 0.00 −1 067 0.00 112 50.00 147 72.55 192 50.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 42.86 113 0.00 148 16.67 193 42.86 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 71.43 149 0.00 194 0.00 enyenRFS3456 0.5 080 42.86 115 24.00 160 0.00 195 0.00 Difference 081 75.00 116 45.45 161 0.00 196 0.00 0 082 60.00 117 0.00 162 0.00 197 30.00 −0.5 083 0.00 118 0.00 163 80.33 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 66.67 119 64.29 164 14.81 199 60.00 Topic Identifier 085 43.75 130 58.73 165 100.00 200 55.56 128 dcu dcunarreng1005 AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description, narrative Relevant retrieved 1,508 Pooled false Geometric Mean Average Precision 0.1200 English mono standard Binary Preference (BPREF) 0.5144 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 72.79 dcunarreng1005 10 69.34 90% 20 65.59 80% 30 59.81 40 56.32 70% 50 51.82 Average Precision 60% 60 47.17 70 41.87 50% 80 35.62 40% 90 28.58 30% 100 21.32 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 49.12 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1885 Second Quartile 0.5104 Third Quartile 0.7500 Interquartile range 0.5615 Mean 0.4912 Standard Deviation 0.3342 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4912 Std With No Outliers 0.3342 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcunarreng1005 0.5 041 18.74 086 52.09 131 61.99 166 0.00 Difference 0 042 38.70 087 70.44 132 0.00 167 31.05 −0.5 043 82.85 088 100.00 133 14.65 168 59.90 044 6.98 089 68.85 134 75.00 169 7.65 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 64.50 090 6.30 135 39.36 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 38.14 091 33.99 136 50.00 171 8.64 dcunarreng1005 047 71.32 092 74.93 137 16.67 172 18.96 0.5 Difference 048 36.11 093 0.00 138 56.43 173 100.00 0 049 21.16 094 79.69 139 4.26 174 100.00 −0.5 060 0.00 095 42.55 140 61.48 175 86.29 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 67.96 096 0.00 141 100.00 176 94.38 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 94.64 177 32.48 1 dcunarreng1005 063 4.55 098 33.33 143 64.51 178 27.16 0.5 Difference 064 83.54 099 62.08 144 75.00 179 87.72 0 065 60.51 110 0.00 145 79.01 190 34.83 −0.5 066 72.70 111 48.69 146 17.34 191 0.00 −1 067 2.48 112 60.19 147 78.73 192 59.88 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 25.51 113 32.44 148 20.56 193 43.53 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 61.35 114 64.08 149 0.00 194 100.00 dcunarreng1005 0.5 080 40.38 115 21.81 160 5.49 195 0.00 Difference 081 85.45 116 49.84 161 0.00 196 50.00 0 082 69.02 117 0.00 162 100.00 197 83.01 −0.5 083 28.26 118 0.00 163 88.10 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 68.05 119 82.35 164 3.81 199 67.21 Topic Identifier 085 48.49 130 67.09 165 100.00 200 65.09 129 dcu dcunarreng1005 AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 47.00 dcunarreng1005 10 docs 38.40 90% 15 docs 32.80 80% 20 docs 29.05 30 docs 24.27 70% 100 docs 11.68 60% 200 docs 6.85 R−Precision 500 docs 2.95 50% 1000 docs 1.51 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 45.72 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0917 Second Quartile 0.4939 Third Quartile 0.7071 Interquartile range 0.6155 Mean 0.4572 Standard Deviation 0.3401 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4572 Std With No Outliers 0.3401 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcunarreng1005 0.5 041 25.00 086 48.78 131 65.00 166 0.00 Difference 0 042 41.18 087 50.00 132 0.00 167 40.00 −0.5 043 81.82 088 100.00 133 10.00 168 55.56 044 0.00 089 50.00 134 75.00 169 16.67 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 63.64 090 8.33 135 40.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 55.56 091 42.86 136 0.00 171 5.26 dcunarreng1005 047 65.85 092 66.67 137 0.00 172 14.29 0.5 Difference 048 36.36 093 0.00 138 50.00 173 100.00 0 049 28.57 094 75.00 139 0.00 174 100.00 −0.5 060 0.00 095 47.92 140 60.00 175 85.71 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 60.00 096 0.00 141 100.00 176 82.05 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 87.50 177 46.15 1 dcunarreng1005 063 0.00 098 0.00 143 53.85 178 25.00 0.5 Difference 064 90.00 099 57.14 144 66.67 179 77.27 0 065 60.00 110 0.00 145 73.68 190 33.33 −0.5 066 72.73 111 45.00 146 0.00 191 0.00 −1 067 0.00 112 50.00 147 68.63 192 66.67 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 28.57 113 25.00 148 16.67 193 28.57 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 62.50 114 71.43 149 0.00 194 100.00 dcunarreng1005 0.5 080 42.86 115 24.00 160 0.00 195 0.00 Difference 081 87.50 116 45.45 161 0.00 196 0.00 0 082 70.00 117 0.00 162 100.00 197 72.00 −0.5 083 20.00 118 0.00 163 77.05 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 66.67 119 69.64 164 0.00 199 70.00 Topic Identifier 085 46.88 130 60.32 165 100.00 200 66.67 130 dcu dcudesceng12075 AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description Relevant retrieved 1,493 Pooled false Geometric Mean Average Precision 0.1011 english mono standard desc Binary Preference (BPREF) 0.4620 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 68.43 dcudesceng12075 10 65.80 90% 20 58.90 80% 30 52.60 40 49.72 70% 50 46.54 Average Precision 60% 60 41.36 70 35.70 50% 80 28.70 40% 90 23.95 30% 100 19.35 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 43.48 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1636 Second Quartile 0.3702 Third Quartile 0.6578 Interquartile range 0.4942 Mean 0.4348 Standard Deviation 0.3253 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4348 Std With No Outliers 0.3253 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcudesceng12075 0.5 041 27.49 086 51.79 131 62.63 166 0.00 Difference 0 042 35.06 087 61.37 132 0.00 167 34.90 −0.5 043 64.93 088 25.00 133 55.52 168 71.85 044 5.77 089 27.87 134 75.22 169 1.16 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 66.22 090 1.48 135 33.36 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 33.29 091 20.44 136 25.00 171 6.45 dcudesceng12075 047 66.02 092 60.35 137 6.25 172 14.69 0.5 Difference 048 20.08 093 0.00 138 31.59 173 100.00 0 049 31.54 094 78.81 139 3.97 174 100.00 −0.5 060 0.00 095 43.57 140 57.46 175 90.71 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 63.07 096 0.00 141 100.00 176 93.15 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 93.63 177 53.64 1 dcudesceng12075 063 1.75 098 33.33 143 79.13 178 9.33 0.5 Difference 064 23.34 099 29.58 144 58.78 179 79.27 0 065 30.90 110 0.00 145 77.75 190 26.33 −0.5 066 65.54 111 45.66 146 50.78 191 0.00 −1 067 25.25 112 57.53 147 79.32 192 2.83 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 37.88 113 4.36 148 19.80 193 51.01 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 27.06 114 53.06 149 0.00 194 33.33 dcudesceng12075 0.5 080 32.56 115 17.35 160 6.35 195 0.00 Difference 081 93.08 116 42.25 161 0.00 196 50.00 0 082 62.41 117 0.00 162 100.00 197 76.09 −0.5 083 16.03 118 0.00 163 89.73 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 64.31 119 80.48 164 16.69 199 54.19 Topic Identifier 085 56.64 130 55.10 165 100.00 200 36.15 131 dcu dcudesceng12075 AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 43.40 dcudesceng12075 10 docs 34.80 90% 15 docs 30.47 80% 20 docs 27.45 30 docs 22.97 70% 100 docs 11.47 60% 200 docs 6.66 R−Precision 500 docs 2.92 50% 1000 docs 1.49 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 40.51 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.4143 Third Quartile 0.6515 Interquartile range 0.6515 Mean 0.4051 Standard Deviation 0.3313 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4051 Std With No Outliers 0.3313 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcudesceng12075 0.5 041 25.00 086 50.00 131 62.50 166 0.00 Difference 0 042 33.33 087 50.00 132 0.00 167 40.00 −0.5 043 63.64 088 0.00 133 50.00 168 66.67 044 0.00 089 25.00 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 60.61 090 0.00 135 40.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 33.33 091 14.29 136 0.00 171 5.26 dcudesceng12075 047 63.41 092 51.85 137 0.00 172 28.57 0.5 Difference 048 15.15 093 0.00 138 37.50 173 100.00 0 049 28.57 094 75.00 139 0.00 174 100.00 −0.5 060 0.00 095 47.92 140 58.57 175 85.71 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 60.00 096 0.00 141 100.00 176 79.49 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 87.50 177 53.85 1 dcudesceng12075 063 0.00 098 0.00 143 74.36 178 0.00 0.5 Difference 064 20.00 099 42.86 144 66.67 179 72.73 0 065 33.33 110 0.00 145 68.42 190 22.22 −0.5 066 72.73 111 45.00 146 50.00 191 0.00 −1 067 50.00 112 60.00 147 74.51 192 0.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 42.86 113 0.00 148 16.67 193 42.86 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 25.00 114 57.14 149 0.00 194 0.00 dcudesceng12075 0.5 080 39.29 115 20.00 160 0.00 195 0.00 Difference 081 87.50 116 36.36 161 0.00 196 0.00 0 082 60.00 117 0.00 162 100.00 197 68.00 −0.5 083 20.00 118 0.00 163 81.97 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 60.00 119 73.21 164 11.11 199 40.00 Topic Identifier 085 46.88 130 57.14 165 100.00 200 44.44 132 hildesheim uhienmo2 AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description Relevant retrieved 212 Pooled false Geometric Mean Average Precision 0.0001 BRF 15 30, Lucene stemmer Binary Preference (BPREF) 0.0718 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 11.23 uhienmo2 10 10.63 90% 20 8.94 80% 30 8.84 40 7.81 70% 50 7.45 Average Precision 60% 60 7.22 70 5.92 50% 80 5.52 40% 90 4.42 30% 100 3.20 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 7.12 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.0000 Third Quartile 0.0019 Interquartile range 0.0019 Mean 0.0712 Standard Deviation 0.2014 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.0035 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.0001 Std With No Outliers 0.0006 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 100 Number of Topics of the Experiment 80 60 40 20 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 uhienmo2 0.5 041 0.00 086 0.00 131 0.00 166 0.00 Difference 0 042 0.00 087 0.00 132 0.00 167 0.00 −0.5 043 0.00 088 0.00 133 0.00 168 47.90 044 0.00 089 0.00 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 0.00 090 0.00 135 0.00 170 12.50 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 0.00 171 0.00 uhienmo2 047 0.00 092 0.00 137 0.00 172 2.11 0.5 Difference 048 0.00 093 0.00 138 0.00 173 0.00 0 049 0.00 094 0.00 139 0.00 174 100.00 −0.5 060 0.00 095 0.00 140 0.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 0.00 141 0.32 176 0.32 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 0.00 097 0.00 142 62.50 177 58.47 1 uhienmo2 063 0.00 098 0.00 143 1.55 178 0.00 0.5 Difference 064 0.00 099 0.00 144 5.56 179 87.52 0 065 0.00 110 0.00 145 0.00 190 0.06 −0.5 066 0.00 111 0.00 146 0.35 191 0.00 −1 067 0.00 112 0.00 147 11.76 192 1.86 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 0.00 148 1.66 193 27.13 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 0.00 114 0.00 149 0.00 194 0.00 uhienmo2 0.5 080 0.00 115 0.00 160 6.94 195 0.00 Difference 081 0.00 116 0.00 161 0.00 196 50.00 0 082 0.00 117 0.00 162 33.33 197 87.86 −0.5 083 0.00 118 0.00 163 0.00 198 0.96 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 21.52 199 67.99 Topic Identifier 085 0.00 130 0.00 165 20.00 200 1.98 133 hildesheim uhienmo2 AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 7.20 uhienmo2 10 docs 6.10 90% 15 docs 5.13 80% 20 docs 4.70 30 docs 3.80 70% 100 docs 1.58 60% 200 docs 0.91 R−Precision 500 docs 0.40 50% 1000 docs 0.21 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 5.78 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.0000 Third Quartile 0.0000 Interquartile range 0.0000 Mean 0.0578 Standard Deviation 0.1923 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.0000 Std With No Outliers 0.0000 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 100 Number of Topics of the Experiment 80 60 40 20 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 uhienmo2 0.5 041 0.00 086 0.00 131 0.00 166 0.00 Difference 0 042 0.00 087 0.00 132 0.00 167 0.00 −0.5 043 0.00 088 0.00 133 0.00 168 44.44 044 0.00 089 0.00 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 0.00 090 0.00 135 0.00 170 0.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 0.00 171 0.00 uhienmo2 047 0.00 092 0.00 137 0.00 172 0.00 0.5 Difference 048 0.00 093 0.00 138 0.00 173 0.00 0 049 0.00 094 0.00 139 0.00 174 100.00 −0.5 060 0.00 095 0.00 140 0.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 0.00 141 0.00 176 2.56 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 0.00 097 0.00 142 62.50 177 53.85 1 uhienmo2 063 0.00 098 0.00 143 2.56 178 0.00 0.5 Difference 064 0.00 099 0.00 144 0.00 179 86.36 0 065 0.00 110 0.00 145 0.00 190 0.00 −0.5 066 0.00 111 0.00 146 0.00 191 0.00 −1 067 0.00 112 0.00 147 11.76 192 0.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 0.00 148 0.00 193 28.57 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 0.00 149 0.00 194 0.00 uhienmo2 0.5 080 0.00 115 0.00 160 0.00 195 0.00 Difference 081 0.00 116 0.00 161 0.00 196 0.00 0 082 0.00 117 0.00 162 0.00 197 82.00 −0.5 083 0.00 118 0.00 163 0.00 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 33.33 199 70.00 Topic Identifier 085 0.00 130 0.00 165 0.00 200 0.00 134 hildesheim uhienmo1 AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 99,695 Source Language English Relevant 1,533 Topic Fields title, description Relevant retrieved 218 Pooled false Geometric Mean Average Precision 0.0001 Lucene stemmer, BRF 5, 30 Binary Preference (BPREF) 0.0744 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 12.13 uhienmo1 10 11.43 90% 20 10.39 80% 30 10.24 40 8.85 70% 50 7.98 Average Precision 60% 60 7.68 70 6.42 50% 80 5.99 40% 90 5.31 30% 100 4.03 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 7.98 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.0000 Third Quartile 0.0034 Interquartile range 0.0034 Mean 0.0798 Standard Deviation 0.2186 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.0082 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.0003 Std With No Outliers 0.0013 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 100 Number of Topics of the Experiment 80 60 40 20 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 uhienmo1 0.5 041 0.00 086 0.00 131 0.00 166 0.00 Difference 0 042 0.00 087 0.00 132 0.00 167 0.00 −0.5 043 0.00 088 0.00 133 0.00 168 53.68 044 0.00 089 0.00 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 0.00 090 0.00 135 0.00 170 16.67 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 0.00 171 0.00 uhienmo1 047 0.00 092 0.00 137 0.00 172 2.56 0.5 Difference 048 0.00 093 0.00 138 0.00 173 0.00 0 049 0.00 094 0.00 139 0.00 174 100.00 −0.5 060 0.00 095 0.00 140 0.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 0.00 141 0.60 176 0.64 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 0.00 097 0.00 142 62.50 177 61.69 1 uhienmo1 063 0.00 098 0.00 143 2.86 178 0.00 0.5 Difference 064 0.00 099 0.00 144 11.11 179 77.21 0 065 0.00 110 0.00 145 0.00 190 0.08 −0.5 066 0.00 111 0.00 146 0.82 191 0.00 −1 067 0.00 112 0.00 147 9.89 192 16.84 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 0.00 148 2.26 193 36.32 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 0.00 114 0.00 149 0.00 194 0.00 uhienmo1 0.5 080 0.00 115 0.00 160 5.42 195 0.00 Difference 081 0.00 116 0.00 161 0.00 196 100.00 0 082 0.00 117 0.00 162 14.29 197 89.95 −0.5 083 0.00 118 0.00 163 0.00 198 5.56 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 12.02 199 63.31 Topic Identifier 085 0.00 130 0.00 165 50.00 200 1.62 135 hildesheim uhienmo1 AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 8.00 uhienmo1 10 docs 6.00 90% 15 docs 5.27 80% 20 docs 4.65 30 docs 3.97 70% 100 docs 1.65 60% 200 docs 0.93 R−Precision 500 docs 0.41 50% 1000 docs 0.22 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 7.29 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.0000 Third Quartile 0.0000 Interquartile range 0.0000 Mean 0.0729 Standard Deviation 0.2127 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.0000 Std With No Outliers 0.0000 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 100 Number of Topics of the Experiment 80 60 40 20 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 uhienmo1 0.5 041 0.00 086 0.00 131 0.00 166 0.00 Difference 0 042 0.00 087 0.00 132 0.00 167 0.00 −0.5 043 0.00 088 0.00 133 0.00 168 61.11 044 0.00 089 0.00 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 0.00 090 0.00 135 0.00 170 0.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 0.00 171 0.00 uhienmo1 047 0.00 092 0.00 137 0.00 172 0.00 0.5 Difference 048 0.00 093 0.00 138 0.00 173 0.00 0 049 0.00 094 0.00 139 0.00 174 100.00 −0.5 060 0.00 095 0.00 140 0.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 0.00 141 0.00 176 2.56 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 0.00 097 0.00 142 62.50 177 53.85 1 uhienmo1 063 0.00 098 0.00 143 7.69 178 0.00 0.5 Difference 064 0.00 099 0.00 144 33.33 179 72.73 0 065 0.00 110 0.00 145 0.00 190 0.00 −0.5 066 0.00 111 0.00 146 0.00 191 0.00 −1 067 0.00 112 0.00 147 11.76 192 33.33 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 0.00 148 0.00 193 42.86 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 0.00 149 0.00 194 0.00 uhienmo1 0.5 080 0.00 115 0.00 160 0.00 195 0.00 Difference 081 0.00 116 0.00 161 0.00 196 100.00 0 082 0.00 117 0.00 162 0.00 197 86.00 −0.5 083 0.00 118 0.00 163 0.00 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 11.11 199 50.00 Topic Identifier 085 0.00 130 0.00 165 0.00 200 0.00 136 hummingbird humEN06Rtd AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description Relevant retrieved 1,475 Pooled false Geometric Mean Average Precision 0.1055 plain SearchServer stemming run Binary Preference (BPREF) 0.4557 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 67.59 humEN06Rtd 10 65.02 90% 20 59.99 80% 30 53.97 40 49.40 70% 50 46.64 Average Precision 60% 60 39.90 70 34.11 50% 80 28.40 40% 90 22.96 30% 100 17.92 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 42.80 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1669 Second Quartile 0.3777 Third Quartile 0.6431 Interquartile range 0.4762 Mean 0.4280 Standard Deviation 0.3169 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4280 Std With No Outliers 0.3169 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humEN06Rtd 0.5 041 16.02 086 41.74 131 28.08 166 0.00 Difference 0 042 34.54 087 56.52 132 0.00 167 31.35 −0.5 043 81.96 088 20.00 133 22.61 168 34.65 044 52.70 089 79.17 134 75.11 169 5.88 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 62.99 090 27.37 135 17.20 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 35.04 091 16.72 136 33.33 171 11.61 humEN06Rtd 047 57.01 092 78.07 137 50.00 172 8.30 0.5 Difference 048 5.07 093 0.00 138 27.54 173 100.00 0 049 19.20 094 73.65 139 4.31 174 100.00 −0.5 060 0.00 095 26.77 140 34.13 175 72.34 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 56.14 096 0.00 141 100.00 176 94.24 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 100.00 177 28.68 1 humEN06Rtd 063 2.22 098 50.00 143 93.66 178 5.86 0.5 Difference 064 30.66 099 53.40 144 86.67 179 59.41 0 065 36.62 110 0.00 145 57.86 190 43.42 −0.5 066 71.67 111 37.05 146 51.35 191 0.00 −1 067 25.13 112 62.57 147 81.52 192 41.57 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.79 113 2.21 148 11.65 193 53.71 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 25.20 114 44.72 149 0.00 194 16.67 humEN06Rtd 0.5 080 39.38 115 13.52 160 14.00 195 0.00 Difference 081 78.77 116 36.20 161 0.00 196 50.00 0 082 63.43 117 0.00 162 33.33 197 92.88 −0.5 083 28.45 118 0.00 163 83.18 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 65.19 119 76.85 164 22.55 199 60.00 Topic Identifier 085 38.50 130 39.22 165 100.00 200 38.54 137 hummingbird humEN06Rtd AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 42.40 humEN06Rtd 10 docs 33.60 90% 15 docs 29.33 80% 20 docs 26.15 30 docs 22.10 70% 100 docs 10.73 60% 200 docs 6.38 R−Precision 500 docs 2.81 50% 1000 docs 1.47 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 39.78 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0152 Second Quartile 0.3909 Third Quartile 0.6182 Interquartile range 0.6030 Mean 0.3978 Standard Deviation 0.3206 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3978 Std With No Outliers 0.3206 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humEN06Rtd 0.5 041 12.50 086 43.90 131 32.50 166 0.00 Difference 0 042 41.18 087 41.67 132 0.00 167 20.00 −0.5 043 72.73 088 0.00 133 30.00 168 38.89 044 50.00 089 75.00 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 63.64 090 25.00 135 40.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 44.44 091 28.57 136 0.00 171 10.53 humEN06Rtd 047 53.66 092 70.37 137 50.00 172 0.00 0.5 Difference 048 3.03 093 0.00 138 37.50 173 100.00 0 049 21.43 094 75.00 139 0.00 174 100.00 −0.5 060 0.00 095 33.33 140 42.86 175 71.43 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 60.00 096 0.00 141 100.00 176 84.62 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 100.00 177 38.46 1 humEN06Rtd 063 0.00 098 0.00 143 84.62 178 0.00 0.5 Difference 064 30.00 099 57.14 144 66.67 179 59.09 0 065 33.33 110 0.00 145 57.89 190 33.33 −0.5 066 72.73 111 40.00 146 50.00 191 0.00 −1 067 50.00 112 60.00 147 74.51 192 33.33 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 42.86 113 0.00 148 16.67 193 42.86 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 25.00 114 42.86 149 0.00 194 0.00 humEN06Rtd 0.5 080 39.29 115 16.00 160 0.00 195 0.00 Difference 081 75.00 116 27.27 161 0.00 196 0.00 0 082 60.00 117 0.00 162 0.00 197 84.00 −0.5 083 20.00 118 0.00 163 73.77 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 60.00 119 69.64 164 25.93 199 50.00 Topic Identifier 085 34.38 130 38.10 165 100.00 200 44.44 138 hummingbird humEN06Rtde AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description Relevant retrieved 1,483 Pooled false Geometric Mean Average Precision 0.1169 same as humEN06Rtd except expansion from blind Binary Preference (BPREF) 0.5164 feedback also used Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 69.18 humEN06Rtde 10 67.30 90% 20 64.57 80% 30 58.92 40 55.85 70% 50 52.88 Average Precision 60% 60 46.21 70 40.63 50% 80 34.90 40% 90 27.05 30% 100 20.03 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 47.63 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1746 Second Quartile 0.5000 Third Quartile 0.7356 Interquartile range 0.5610 Mean 0.4763 Standard Deviation 0.3285 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4763 Std With No Outliers 0.3285 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humEN06Rtde 0.5 041 17.92 086 54.65 131 54.90 166 0.00 Difference 0 042 38.50 087 77.53 132 0.00 167 25.45 −0.5 043 64.22 088 20.00 133 24.87 168 37.10 044 52.50 089 100.00 134 75.41 169 5.99 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 61.58 090 38.60 135 17.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 38.33 091 20.76 136 33.33 171 18.44 humEN06Rtde 047 68.81 092 74.38 137 50.00 172 11.08 0.5 Difference 048 5.35 093 0.00 138 26.33 173 100.00 0 049 27.95 094 78.15 139 4.89 174 100.00 −0.5 060 0.00 095 47.50 140 60.85 175 88.22 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 72.00 096 0.00 141 100.00 176 93.30 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 97.50 177 39.17 1 humEN06Rtde 063 2.86 098 50.00 143 93.50 178 2.81 0.5 Difference 064 63.54 099 51.76 144 72.22 179 89.54 0 065 40.22 110 0.00 145 61.23 190 54.24 −0.5 066 72.74 111 47.67 146 50.95 191 0.00 −1 067 25.57 112 59.27 147 87.44 192 77.22 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 53.85 113 2.07 148 12.08 193 42.83 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 25.43 114 55.85 149 0.00 194 16.67 humEN06Rtde 0.5 080 47.09 115 15.74 160 16.67 195 0.00 Difference 081 82.07 116 39.51 161 0.00 196 100.00 0 082 68.01 117 0.00 162 50.00 197 77.54 −0.5 083 36.49 118 0.00 163 88.06 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 67.88 119 83.84 164 14.57 199 64.75 Topic Identifier 085 59.48 130 52.93 165 100.00 200 63.90 139 hummingbird humEN06Rtde AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 45.60 humEN06Rtde 10 docs 38.30 90% 15 docs 32.33 80% 20 docs 28.90 30 docs 24.43 70% 100 docs 11.68 60% 200 docs 6.75 R−Precision 500 docs 2.92 50% 1000 docs 1.48 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 44.80 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0741 Second Quartile 0.5000 Third Quartile 0.6900 Interquartile range 0.6159 Mean 0.4480 Standard Deviation 0.3359 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4480 Std With No Outliers 0.3359 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humEN06Rtde 0.5 041 25.00 086 51.22 131 55.00 166 0.00 Difference 0 042 45.10 087 66.67 132 0.00 167 20.00 −0.5 043 63.64 088 0.00 133 30.00 168 44.44 044 50.00 089 100.00 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 54.55 090 33.33 135 20.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 44.44 091 28.57 136 0.00 171 15.79 humEN06Rtde 047 60.98 092 66.67 137 50.00 172 0.00 0.5 Difference 048 0.00 093 0.00 138 37.50 173 100.00 0 049 28.57 094 66.67 139 0.00 174 100.00 −0.5 060 0.00 095 52.08 140 57.14 175 85.71 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 80.00 096 0.00 141 100.00 176 79.49 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 87.50 177 46.15 1 humEN06Rtde 063 0.00 098 0.00 143 87.18 178 0.00 0.5 Difference 064 70.00 099 57.14 144 66.67 179 77.27 0 065 33.33 110 0.00 145 60.53 190 55.56 −0.5 066 72.73 111 45.00 146 50.00 191 0.00 −1 067 50.00 112 60.00 147 78.43 192 83.33 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 71.43 113 0.00 148 16.67 193 28.57 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 57.14 149 0.00 194 0.00 humEN06Rtde 0.5 080 48.21 115 20.00 160 0.00 195 0.00 Difference 081 87.50 116 36.36 161 0.00 196 100.00 0 082 60.00 117 0.00 162 0.00 197 68.00 −0.5 083 20.00 118 0.00 163 79.51 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 60.00 119 75.00 164 14.81 199 60.00 Topic Identifier 085 50.00 130 53.97 165 100.00 200 66.67 140 reina reinaENttest AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title Relevant retrieved 1,432 Pooled false Geometric Mean Average Precision 0.0782 local expansion with term windows, only title field Binary Preference (BPREF) 0.4410 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 65.98 reinaENttest 10 62.04 90% 20 55.25 80% 30 50.93 40 46.68 70% 50 42.87 Average Precision 60% 60 36.30 70 31.63 50% 80 27.97 40% 90 23.02 30% 100 17.48 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 40.66 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0971 Second Quartile 0.3525 Third Quartile 0.6850 Interquartile range 0.5879 Mean 0.4066 Standard Deviation 0.3412 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4066 Std With No Outliers 0.3412 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaENttest 0.5 041 19.36 086 38.27 131 46.61 166 0.00 Difference 0 042 32.22 087 59.51 132 0.00 167 31.66 −0.5 043 81.92 088 100.00 133 10.21 168 39.45 044 27.33 089 13.55 134 60.42 169 5.79 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 69.83 090 62.36 135 0.36 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 35.24 091 0.17 136 33.33 171 11.14 reinaENttest 047 61.92 092 73.57 137 50.00 172 1.99 0.5 Difference 048 7.45 093 0.00 138 53.36 173 100.00 0 049 15.18 094 81.94 139 4.22 174 100.00 −0.5 060 0.00 095 23.00 140 12.02 175 57.64 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 33.89 096 0.00 141 100.00 176 91.66 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 100.00 177 37.47 1 reinaENttest 063 2.56 098 0.00 143 88.67 178 2.10 0.5 Difference 064 35.25 099 11.12 144 64.65 179 69.73 0 065 37.51 110 0.00 145 63.84 190 58.34 −0.5 066 76.85 111 15.60 146 50.00 191 0.00 −1 067 11.15 112 25.06 147 46.98 192 13.63 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 80.16 113 3.51 148 19.62 193 22.70 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 41.90 114 40.07 149 0.00 194 7.14 reinaENttest 0.5 080 33.44 115 15.28 160 4.07 195 0.00 Difference 081 73.51 116 44.73 161 0.00 196 100.00 0 082 79.85 117 0.00 162 100.00 197 59.79 −0.5 083 22.82 118 0.00 163 76.15 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 68.80 119 56.26 164 9.21 199 68.20 Topic Identifier 085 18.88 130 47.39 165 100.00 200 15.58 141 reina reinaENttest AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 38.60 reinaENttest 10 docs 32.50 90% 15 docs 27.73 80% 20 docs 24.70 30 docs 20.57 70% 100 docs 9.63 60% 200 docs 5.85 R−Precision 500 docs 2.75 50% 1000 docs 1.43 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 39.47 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0566 Second Quartile 0.3923 Third Quartile 0.6461 Interquartile range 0.5894 Mean 0.3947 Standard Deviation 0.3343 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3947 Std With No Outliers 0.3343 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaENttest 0.5 041 12.50 086 43.90 131 47.50 166 0.00 Difference 0 042 33.33 087 50.00 132 0.00 167 40.00 −0.5 043 72.73 088 100.00 133 10.00 168 44.44 044 50.00 089 25.00 134 75.00 169 16.67 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 66.67 090 58.33 135 0.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 33.33 091 0.00 136 0.00 171 5.26 reinaENttest 047 56.10 092 66.67 137 50.00 172 0.00 0.5 Difference 048 6.06 093 0.00 138 50.00 173 100.00 0 049 14.29 094 66.67 139 0.00 174 100.00 −0.5 060 0.00 095 23.96 140 24.29 175 42.86 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 20.00 096 0.00 141 100.00 176 87.18 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 100.00 177 38.46 1 reinaENttest 063 0.00 098 0.00 143 79.49 178 0.00 0.5 Difference 064 30.00 099 28.57 144 66.67 179 63.64 0 065 40.00 110 0.00 145 57.89 190 44.44 −0.5 066 72.73 111 20.00 146 50.00 191 0.00 −1 067 0.00 112 30.00 147 49.02 192 16.67 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 71.43 113 0.00 148 16.67 193 14.29 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 42.86 149 0.00 194 0.00 reinaENttest 0.5 080 41.07 115 16.00 160 0.00 195 0.00 Difference 081 62.50 116 45.45 161 0.00 196 100.00 0 082 80.00 117 0.00 162 100.00 197 54.00 −0.5 083 20.00 118 0.00 163 65.57 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 60.00 119 55.36 164 11.11 199 70.00 Topic Identifier 085 18.75 130 50.79 165 100.00 200 33.33 142 reina reinaENtdtest AH-ROBUST-MONO-EN-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 1,533 Topic Fields title, description Relevant retrieved 1,466 Pooled false Geometric Mean Average Precision 0.1053 local expansion with term windows, title+desc Binary Preference (BPREF) 0.4531 fields Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual English track − Interpolated Recall vs Average Precision 100% 0 69.03 reinaENtdtest 10 65.88 90% 20 60.30 80% 30 53.05 40 49.25 70% 50 45.39 Average Precision 60% 60 39.85 70 35.65 50% 80 30.80 40% 90 25.39 30% 100 19.55 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 43.66 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1572 Second Quartile 0.3909 Third Quartile 0.7118 Interquartile range 0.5546 Mean 0.4366 Standard Deviation 0.3276 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4366 Std With No Outliers 0.3276 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaENtdtest 0.5 041 25.35 086 33.54 131 42.88 166 0.00 Difference 0 042 37.02 087 50.83 132 0.00 167 23.81 −0.5 043 83.49 088 100.00 133 16.62 168 41.99 044 27.50 089 38.23 134 75.00 169 2.51 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 58.97 090 30.86 135 35.09 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 38.18 091 10.25 136 50.00 171 12.64 reinaENtdtest 047 61.02 092 79.72 137 16.67 172 12.78 0.5 Difference 048 5.97 093 0.00 138 41.29 173 100.00 0 049 14.93 094 65.13 139 4.01 174 100.00 −0.5 060 0.00 095 32.32 140 40.40 175 71.27 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 51.27 096 0.00 141 100.00 176 91.88 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 98.61 177 16.51 1 reinaENtdtest 063 1.18 098 100.00 143 81.23 178 8.75 0.5 Difference 064 64.59 099 8.99 144 70.00 179 64.07 0 065 39.45 110 0.00 145 66.22 190 72.53 −0.5 066 81.84 111 23.93 146 50.21 191 0.00 −1 067 16.80 112 54.15 147 78.04 192 32.60 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.47 113 4.98 148 20.62 193 39.55 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 33.77 114 57.74 149 0.00 194 25.00 reinaENtdtest 0.5 080 36.61 115 17.16 160 11.81 195 0.00 Difference 081 76.93 116 38.60 161 0.00 196 100.00 0 082 38.73 117 0.00 162 50.00 197 76.60 −0.5 083 28.83 118 0.00 163 86.45 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 61.78 119 75.99 164 8.81 199 71.08 Topic Identifier 085 42.76 130 42.34 165 100.00 200 26.55 143 reina reinaENtdtest AH-ROBUST-MONO-EN-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual English track − Retrieved documents vs Precision 100% 5 docs 41.40 reinaENtdtest 10 docs 34.00 90% 15 docs 29.73 80% 20 docs 26.60 30 docs 22.23 70% 100 docs 10.58 60% 200 docs 6.28 R−Precision 500 docs 2.82 50% 1000 docs 1.47 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 40.74 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual English track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0897 Second Quartile 0.4000 Third Quartile 0.6726 Interquartile range 0.5830 Mean 0.4074 Standard Deviation 0.3278 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4074 Std With No Outliers 0.3278 Ad−Hoc Robust Monolingual English track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaENtdtest 0.5 041 37.50 086 34.15 131 42.50 166 0.00 Difference 0 042 43.14 087 41.67 132 0.00 167 20.00 −0.5 043 72.73 088 100.00 133 30.00 168 44.44 044 50.00 089 25.00 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 60.61 090 25.00 135 40.00 170 100.00 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 33.33 091 28.57 136 0.00 171 10.53 reinaENtdtest 047 58.54 092 74.07 137 0.00 172 0.00 0.5 Difference 048 0.00 093 0.00 138 50.00 173 100.00 0 049 14.29 094 58.33 139 0.00 174 100.00 −0.5 060 0.00 095 40.62 140 47.14 175 71.43 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 40.00 096 0.00 141 100.00 176 82.05 Topic Identifier Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 100.00 097 100.00 142 87.50 177 23.08 1 reinaENtdtest 063 0.00 098 100.00 143 71.79 178 25.00 0.5 Difference 064 70.00 099 14.29 144 33.33 179 54.55 0 065 40.00 110 0.00 145 63.16 190 77.78 −0.5 066 81.82 111 35.00 146 50.00 191 0.00 −1 067 0.00 112 50.00 147 66.67 192 33.33 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 28.57 113 0.00 148 16.67 193 28.57 Ad−Hoc Robust Monolingual English track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 25.00 114 57.14 149 0.00 194 0.00 reinaENtdtest 0.5 080 37.50 115 20.00 160 0.00 195 0.00 Difference 081 50.00 116 45.45 161 0.00 196 100.00 0 082 40.00 117 0.00 162 0.00 197 68.00 −0.5 083 20.00 118 0.00 163 78.69 198 100.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 60.00 119 67.86 164 7.41 199 70.00 Topic Identifier 085 40.62 130 50.79 165 100.00 200 33.33 144 colesir CoLesIResTst AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description Relevant retrieved 4,105 Pooled false Geometric Mean Average Precision 0.1885 robust monolingual ES - TEST; automatic; TD Binary Preference (BPREF) 0.5027 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 71.62 CoLesIResTst 10 61.36 90% 20 55.85 80% 30 51.15 40 46.85 70% 50 43.08 Average Precision 60% 60 38.32 70 33.88 50% 80 28.16 40% 90 18.03 30% 100 10.51 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 40.17 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1275 Second Quartile 0.3407 Third Quartile 0.6869 Interquartile range 0.5595 Mean 0.4017 Standard Deviation 0.2999 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4017 Std With No Outliers 0.2999 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 CoLesIResTst 0.5 041 32.86 086 26.30 131 35.40 166 4.20 Difference 0 042 63.48 087 50.03 132 60.44 167 49.18 −0.5 043 8.64 088 34.00 133 1.21 168 12.46 044 29.94 089 44.60 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 45.12 090 7.50 135 50.70 170 53.76 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 2.82 091 4.80 136 46.78 171 13.42 CoLesIResTst 047 11.00 092 21.50 137 16.64 172 13.61 0.5 Difference 048 7.17 093 13.03 138 70.50 173 32.02 0 049 9.84 094 79.09 139 11.63 174 78.62 −0.5 060 22.66 095 0.45 140 3.31 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 13.38 141 81.06 176 95.94 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 25.77 097 56.63 142 80.67 177 11.29 1 CoLesIResTst 063 81.02 098 67.27 143 46.60 178 47.14 0.5 Difference 064 100.00 099 19.48 144 50.89 179 39.88 0 065 16.69 110 61.68 145 34.14 190 2.56 −0.5 066 89.25 111 0.23 146 7.78 191 100.00 −1 067 10.54 112 39.09 147 0.18 192 51.95 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 9.42 113 24.94 148 14.43 193 14.22 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 77.43 114 7.03 149 73.31 194 68.23 CoLesIResTst 0.5 080 32.38 115 21.18 160 60.00 195 0.00 Difference 081 69.15 116 24.05 161 80.00 196 75.98 0 082 86.69 117 23.58 162 85.13 197 70.74 −0.5 083 53.31 118 25.83 163 65.14 198 24.52 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 26.93 119 75.10 164 1.73 199 53.14 Topic Identifier 085 72.24 130 69.66 165 69.96 200 70.29 145 colesir CoLesIResTst AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 48.00 CoLesIResTst 10 docs 43.10 90% 15 docs 39.40 80% 20 docs 35.95 30 docs 32.33 70% 100 docs 20.69 60% 200 docs 13.82 R−Precision 500 docs 7.32 50% 1000 docs 4.11 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 40.03 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1538 Second Quartile 0.3750 Third Quartile 0.6354 Interquartile range 0.4816 Mean 0.4003 Standard Deviation 0.2797 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4003 Std With No Outliers 0.2797 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 CoLesIResTst 0.5 041 37.50 086 25.00 131 36.36 166 0.00 Difference 0 042 61.30 087 47.73 132 50.00 167 40.00 −0.5 043 11.11 088 14.29 133 0.00 168 15.38 044 30.00 089 56.25 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 49.21 090 13.33 135 53.85 170 40.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 7.53 136 75.00 171 25.00 CoLesIResTst 047 17.59 092 25.58 137 20.00 172 15.38 0.5 Difference 048 15.62 093 28.57 138 71.43 173 50.00 0 049 15.79 094 81.82 139 14.37 174 81.82 −0.5 060 32.00 095 3.43 140 10.92 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 20.43 141 76.92 176 89.61 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 13.33 097 72.00 142 67.86 177 17.39 1 CoLesIResTst 063 76.27 098 60.00 143 51.39 178 48.86 0.5 Difference 064 100.00 099 25.00 144 50.00 179 43.36 0 065 27.03 110 57.14 145 31.91 190 0.00 −0.5 066 81.82 111 0.00 146 0.00 191 100.00 −1 067 14.29 112 50.00 147 0.00 192 52.27 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 11.11 113 30.38 148 9.09 193 20.59 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 66.67 114 6.67 149 69.23 194 62.50 CoLesIResTst 0.5 080 37.14 115 21.05 160 50.00 195 0.00 Difference 081 65.52 116 28.57 161 80.00 196 73.33 0 082 76.32 117 28.57 162 77.52 197 64.58 −0.5 083 44.44 118 20.00 163 56.67 198 12.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.50 119 70.48 164 2.78 199 55.29 Topic Identifier 085 75.70 130 61.54 165 44.44 200 68.09 146 daedalus esx011esRFW3FS3 AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description, narrative Relevant retrieved 4,500 Pooled false Geometric Mean Average Precision 0.2605 Combined run Binary Preference (BPREF) 0.5613 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 76.50 esx011esRFW3FS3 10 67.98 90% 20 62.00 80% 30 57.03 40 53.47 70% 50 49.02 Average Precision 60% 60 43.20 70 38.28 50% 80 30.25 40% 90 22.12 30% 100 12.68 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 45.09 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2090 Second Quartile 0.4207 Third Quartile 0.6951 Interquartile range 0.4861 Mean 0.4509 Standard Deviation 0.2855 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4509 Std With No Outliers 0.2855 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 8 Number of Topics of the Experiment 7 6 5 4 3 2 1 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 esx011esRFW3FS3 0.5 041 35.87 086 32.07 131 36.74 166 7.22 Difference 0 042 71.30 087 33.19 132 64.69 167 44.02 −0.5 043 41.68 088 28.05 133 20.40 168 9.93 044 24.40 089 43.79 134 20.15 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 60.76 090 11.65 135 55.12 170 85.88 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 3.91 091 32.69 136 55.07 171 51.84 esx011esRFW3FS3 047 19.88 092 28.48 137 16.07 172 30.20 0.5 Difference 048 16.16 093 28.19 138 75.46 173 66.13 0 049 11.63 094 87.23 139 11.91 174 90.30 −0.5 060 48.79 095 10.05 140 11.84 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 19.57 141 84.95 176 94.08 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 21.41 097 65.86 142 73.34 177 28.89 1 esx011esRFW3FS3 063 71.62 098 45.89 143 36.07 178 23.11 0.5 Difference 064 100.00 099 29.26 144 50.76 179 31.87 0 065 25.13 110 67.23 145 62.72 190 4.48 −0.5 066 93.34 111 0.46 146 56.25 191 20.00 −1 067 11.71 112 42.45 147 9.86 192 70.28 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 9.04 113 23.67 148 13.16 193 13.75 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 88.33 114 47.95 149 93.43 194 66.15 esx011esRFW3FS3 0.5 080 47.38 115 29.82 160 45.00 195 0.00 Difference 081 79.81 116 27.32 161 100.00 196 73.26 0 082 84.38 117 23.66 162 88.32 197 64.65 −0.5 083 52.34 118 42.88 163 64.72 198 40.02 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 35.62 119 73.33 164 32.85 199 72.08 Topic Identifier 085 83.89 130 68.73 165 73.43 200 86.93 147 daedalus esx011esRFW3FS3 AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 55.20 esx011esRFW3FS3 10 docs 49.10 90% 15 docs 45.07 80% 20 docs 41.75 30 docs 36.67 70% 100 docs 22.50 60% 200 docs 15.36 R−Precision 500 docs 8.13 50% 1000 docs 4.50 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 44.57 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2500 Second Quartile 0.4118 Third Quartile 0.6667 Interquartile range 0.4167 Mean 0.4457 Standard Deviation 0.2702 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4457 Std With No Outliers 0.2702 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 esx011esRFW3FS3 0.5 041 37.50 086 37.50 131 38.18 166 0.00 Difference 0 042 67.05 087 37.50 132 57.69 167 40.00 −0.5 043 38.89 088 42.86 133 26.32 168 10.26 044 25.00 089 50.00 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 58.64 090 13.33 135 56.41 170 80.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 6.67 091 32.26 136 75.00 171 50.00 esx011esRFW3FS3 047 25.00 092 32.56 137 20.00 172 46.15 0.5 Difference 048 15.62 093 28.57 138 85.71 173 50.00 0 049 15.79 094 81.82 139 10.34 174 81.82 −0.5 060 50.67 095 22.12 140 18.49 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 27.96 141 76.92 176 87.01 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 20.00 097 68.00 142 71.43 177 30.43 1 esx011esRFW3FS3 063 64.41 098 40.00 143 42.36 178 35.23 0.5 Difference 064 100.00 099 35.71 144 59.09 179 32.74 0 065 37.84 110 57.14 145 55.32 190 0.00 −0.5 066 86.87 111 0.00 146 50.00 191 0.00 −1 067 14.29 112 37.50 147 11.11 192 70.45 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 27.85 148 9.09 193 17.65 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 83.33 114 46.67 149 84.62 194 75.00 esx011esRFW3FS3 0.5 080 48.98 115 31.58 160 50.00 195 0.00 Difference 081 79.31 116 14.29 161 100.00 196 73.33 0 082 78.95 117 37.50 162 79.07 197 62.08 −0.5 083 44.44 118 40.00 163 66.67 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.50 119 66.67 164 38.89 199 63.53 Topic Identifier 085 75.70 130 53.85 165 66.67 200 76.60 148 daedalus esFSesR2S AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description Relevant retrieved 4,314 Pooled false Geometric Mean Average Precision 0.1964 Mandatory TD run Binary Preference (BPREF) 0.5054 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 73.32 esFSesR2S 10 62.91 90% 20 57.78 80% 30 51.77 40 48.53 70% 50 43.45 Average Precision 60% 60 37.55 70 32.87 50% 80 25.28 40% 90 18.07 30% 100 9.76 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 40.40 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1609 Second Quartile 0.3550 Third Quartile 0.6507 Interquartile range 0.4898 Mean 0.4040 Standard Deviation 0.2825 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4040 Std With No Outliers 0.2825 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 esFSesR2S 0.5 041 23.67 086 24.68 131 36.84 166 3.17 Difference 0 042 63.85 087 39.12 132 65.12 167 44.73 −0.5 043 41.32 088 48.28 133 0.00 168 4.50 044 18.55 089 44.20 134 12.56 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 63.51 090 11.61 135 54.82 170 71.43 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 2.85 091 31.67 136 44.86 171 34.54 esFSesR2S 047 12.00 092 25.81 137 17.65 172 14.57 0.5 Difference 048 10.65 093 15.78 138 80.87 173 59.52 0 049 16.82 094 85.23 139 12.57 174 82.27 −0.5 060 60.51 095 4.98 140 10.96 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 22.79 141 83.01 176 92.45 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 24.05 097 37.64 142 73.97 177 28.67 1 esFSesR2S 063 75.82 098 34.93 143 29.50 178 36.07 0.5 Difference 064 100.00 099 25.05 144 40.78 179 6.97 0 065 12.48 110 66.42 145 65.03 190 3.84 −0.5 066 94.05 111 0.05 146 14.29 191 25.00 −1 067 21.01 112 36.77 147 15.17 192 52.16 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 14.21 113 25.54 148 14.81 193 18.21 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 89.58 114 1.40 149 62.15 194 43.41 esFSesR2S 0.5 080 45.54 115 20.82 160 70.00 195 0.00 Difference 081 84.99 116 16.40 161 100.00 196 71.71 0 082 72.01 117 22.37 162 66.14 197 56.26 −0.5 083 41.68 118 32.26 163 65.99 198 29.41 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 31.17 119 69.48 164 23.36 199 61.53 Topic Identifier 085 77.34 130 71.50 165 56.61 200 70.22 149 daedalus esFSesR2S AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 50.20 esFSesR2S 10 docs 44.60 90% 15 docs 40.27 80% 20 docs 37.20 30 docs 33.93 70% 100 docs 21.12 60% 200 docs 14.34 R−Precision 500 docs 7.51 50% 1000 docs 4.31 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 40.15 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2019 Second Quartile 0.3944 Third Quartile 0.5916 Interquartile range 0.3898 Mean 0.4015 Standard Deviation 0.2661 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4015 Std With No Outliers 0.2661 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 esFSesR2S 0.5 041 31.25 086 32.14 131 37.27 166 0.00 Difference 0 042 60.54 087 42.05 132 57.69 167 40.00 −0.5 043 38.89 088 42.86 133 0.00 168 2.56 044 20.00 089 56.25 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 59.16 090 6.67 135 54.49 170 40.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 34.41 136 62.50 171 25.00 esFSesR2S 047 20.37 092 30.23 137 20.00 172 15.38 0.5 Difference 048 10.42 093 35.71 138 85.71 173 50.00 0 049 26.32 094 81.82 139 10.92 174 81.82 −0.5 060 60.00 095 13.71 140 18.49 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 30.11 141 76.92 176 76.62 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 26.67 097 48.00 142 71.43 177 34.78 1 esFSesR2S 063 69.49 098 40.00 143 34.03 178 46.59 0.5 Difference 064 100.00 099 32.14 144 54.55 179 7.96 0 065 22.97 110 57.14 145 57.45 190 0.00 −0.5 066 86.87 111 0.00 146 0.00 191 0.00 −1 067 30.61 112 50.00 147 22.22 192 52.27 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 22.22 113 27.85 148 9.09 193 26.47 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 83.33 114 2.22 149 53.85 194 50.00 esFSesR2S 0.5 080 48.57 115 21.05 160 50.00 195 0.00 Difference 081 80.46 116 14.29 161 100.00 196 73.33 0 082 71.05 117 32.14 162 64.34 197 59.17 −0.5 083 44.44 118 40.00 163 63.33 198 12.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.50 119 60.95 164 31.94 199 65.88 Topic Identifier 085 75.70 130 53.85 165 44.44 200 61.70 150 daedalus esx021esRFW3FS3 AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description, narrative Relevant retrieved 4,500 Pooled false Geometric Mean Average Precision 0.2561 Combined run Binary Preference (BPREF) 0.5584 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 75.39 esx021esRFW3FS3 10 66.88 90% 20 60.74 80% 30 56.19 40 52.86 70% 50 48.48 Average Precision 60% 60 43.00 70 38.08 50% 80 30.07 40% 90 21.99 30% 100 12.55 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 44.46 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2078 Second Quartile 0.4064 Third Quartile 0.6669 Interquartile range 0.4591 Mean 0.4446 Standard Deviation 0.2841 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4446 Std With No Outliers 0.2841 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 8 Number of Topics of the Experiment 7 6 5 4 3 2 1 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 esx021esRFW3FS3 0.5 041 37.44 086 31.60 131 37.16 166 7.22 Difference 0 042 71.30 087 33.19 132 64.69 167 44.02 −0.5 043 41.12 088 30.43 133 17.19 168 9.93 044 24.40 089 44.83 134 20.15 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 60.76 090 11.32 135 55.61 170 85.88 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 3.91 091 31.92 136 55.07 171 43.51 esx021esRFW3FS3 047 19.72 092 28.39 137 14.53 172 25.47 0.5 Difference 048 16.16 093 27.00 138 62.03 173 66.13 0 049 11.63 094 87.23 139 11.91 174 90.30 −0.5 060 48.79 095 10.00 140 11.66 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 19.45 141 84.95 176 94.08 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 21.41 097 65.86 142 73.34 177 30.34 1 esx021esRFW3FS3 063 71.62 098 45.89 143 35.67 178 22.92 0.5 Difference 064 100.00 099 29.26 144 48.11 179 30.86 0 065 25.36 110 67.23 145 62.72 190 4.48 −0.5 066 93.34 111 0.46 146 56.25 191 16.67 −1 067 11.26 112 42.45 147 8.93 192 70.28 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 9.01 113 23.67 148 12.41 193 13.75 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 88.33 114 47.95 149 93.43 194 66.15 esx021esRFW3FS3 0.5 080 47.38 115 29.82 160 45.00 195 0.00 Difference 081 78.72 116 27.32 161 100.00 196 73.26 0 082 77.88 117 23.66 162 88.32 197 64.82 −0.5 083 48.82 118 40.15 163 64.72 198 40.02 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 30.78 119 73.33 164 33.82 199 72.08 Topic Identifier 085 83.89 130 64.25 165 69.72 200 86.93 151 daedalus esx021esRFW3FS3 AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 53.80 esx021esRFW3FS3 10 docs 48.40 90% 15 docs 44.93 80% 20 docs 41.65 30 docs 36.63 70% 100 docs 22.50 60% 200 docs 15.36 R−Precision 500 docs 8.13 50% 1000 docs 4.50 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 44.20 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2356 Second Quartile 0.4118 Third Quartile 0.6667 Interquartile range 0.4311 Mean 0.4420 Standard Deviation 0.2691 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4420 Std With No Outliers 0.2691 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 esx021esRFW3FS3 0.5 041 37.50 086 37.50 131 38.18 166 0.00 Difference 0 042 67.05 087 37.50 132 57.69 167 40.00 −0.5 043 38.89 088 42.86 133 26.32 168 10.26 044 25.00 089 50.00 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 58.64 090 13.33 135 56.41 170 80.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 6.67 091 32.26 136 75.00 171 50.00 esx021esRFW3FS3 047 25.00 092 32.56 137 20.00 172 46.15 0.5 Difference 048 15.62 093 28.57 138 71.43 173 50.00 0 049 15.79 094 81.82 139 10.34 174 81.82 −0.5 060 50.67 095 22.12 140 18.49 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 27.96 141 76.92 176 87.01 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 20.00 097 68.00 142 71.43 177 30.43 1 esx021esRFW3FS3 063 64.41 098 40.00 143 42.36 178 35.23 0.5 Difference 064 100.00 099 35.71 144 59.09 179 32.74 0 065 37.84 110 57.14 145 55.32 190 0.00 −0.5 066 86.87 111 0.00 146 50.00 191 0.00 −1 067 14.29 112 37.50 147 11.11 192 70.45 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 27.85 148 9.09 193 17.65 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 83.33 114 46.67 149 84.62 194 75.00 esx021esRFW3FS3 0.5 080 48.98 115 31.58 160 50.00 195 0.00 Difference 081 79.31 116 14.29 161 100.00 196 73.33 0 082 76.32 117 37.50 162 79.07 197 62.08 −0.5 083 44.44 118 20.00 163 66.67 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.50 119 66.67 164 38.89 199 63.53 Topic Identifier 085 75.70 130 53.85 165 66.67 200 76.60 152 daedalus esFSesR3S AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description, narrative Relevant retrieved 4,500 Pooled false Geometric Mean Average Precision 0.2650 TDN run Binary Preference (BPREF) 0.5657 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 81.86 esFSesR3S 10 69.47 90% 20 62.57 80% 30 57.75 40 54.17 70% 50 49.64 Average Precision 60% 60 43.33 70 38.40 50% 80 30.38 40% 90 22.24 30% 100 12.81 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 45.84 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2254 Second Quartile 0.4267 Third Quartile 0.7079 Interquartile range 0.4826 Mean 0.4584 Standard Deviation 0.2891 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4584 Std With No Outliers 0.2891 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 esFSesR3S 0.5 041 33.79 086 31.18 131 36.22 166 7.22 Difference 0 042 71.30 087 33.19 132 64.69 167 44.02 −0.5 043 41.68 088 28.05 133 26.98 168 9.93 044 27.45 089 43.79 134 20.15 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 60.76 090 11.65 135 54.68 170 85.88 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 3.91 091 33.86 136 46.74 171 51.84 esFSesR3S 047 20.34 092 28.92 137 18.40 172 36.61 0.5 Difference 048 16.69 093 28.19 138 100.00 173 66.13 0 049 11.63 094 87.23 139 11.91 174 90.30 −0.5 060 48.79 095 10.20 140 12.26 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 19.67 141 84.95 176 94.08 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 21.41 097 65.86 142 73.34 177 28.89 1 esFSesR3S 063 71.62 098 45.89 143 36.53 178 23.87 0.5 Difference 064 100.00 099 31.04 144 50.76 179 31.54 0 065 25.13 110 67.23 145 62.72 190 4.48 −0.5 066 93.34 111 0.46 146 56.25 191 20.00 −1 067 12.35 112 42.45 147 9.86 192 70.28 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 9.04 113 23.67 148 13.16 193 13.75 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 88.33 114 47.95 149 93.43 194 66.15 esFSesR3S 0.5 080 47.38 115 29.82 160 70.00 195 0.00 Difference 081 79.81 116 27.32 161 100.00 196 73.26 0 082 84.38 117 24.55 162 88.32 197 64.44 −0.5 083 52.34 118 42.88 163 72.32 198 46.27 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 31.45 119 73.33 164 35.21 199 72.08 Topic Identifier 085 83.89 130 68.73 165 73.43 200 86.93 153 daedalus esFSesR3S AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 56.40 esFSesR3S 10 docs 49.40 90% 15 docs 45.13 80% 20 docs 41.80 30 docs 36.67 70% 100 docs 22.50 60% 200 docs 15.36 R−Precision 500 docs 8.13 50% 1000 docs 4.50 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 44.77 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2500 Second Quartile 0.4118 Third Quartile 0.6667 Interquartile range 0.4167 Mean 0.4477 Standard Deviation 0.2724 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4477 Std With No Outliers 0.2724 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 esFSesR3S 0.5 041 37.50 086 37.50 131 38.18 166 0.00 Difference 0 042 67.05 087 37.50 132 57.69 167 40.00 −0.5 043 38.89 088 42.86 133 31.58 168 10.26 044 25.00 089 50.00 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 58.64 090 13.33 135 56.41 170 80.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 6.67 091 32.26 136 75.00 171 50.00 esFSesR3S 047 25.00 092 32.56 137 20.00 172 46.15 0.5 Difference 048 15.62 093 28.57 138 100.00 173 50.00 0 049 15.79 094 81.82 139 10.34 174 81.82 −0.5 060 50.67 095 22.12 140 18.49 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 27.96 141 76.92 176 87.01 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 20.00 097 68.00 142 71.43 177 30.43 1 esFSesR3S 063 64.41 098 40.00 143 42.36 178 35.23 0.5 Difference 064 100.00 099 35.71 144 59.09 179 32.74 0 065 37.84 110 57.14 145 55.32 190 0.00 −0.5 066 86.87 111 0.00 146 50.00 191 0.00 −1 067 14.29 112 37.50 147 11.11 192 70.45 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 27.85 148 9.09 193 17.65 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 83.33 114 46.67 149 84.62 194 75.00 esFSesR3S 0.5 080 48.98 115 31.58 160 50.00 195 0.00 Difference 081 79.31 116 14.29 161 100.00 196 73.33 0 082 78.95 117 37.50 162 79.07 197 62.08 −0.5 083 44.44 118 40.00 163 66.67 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.50 119 66.67 164 38.89 199 63.53 Topic Identifier 085 75.70 130 53.85 165 66.67 200 76.60 154 dcu dcu1500narrsp1005.qy1 AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description, narrative Relevant retrieved 4,438 Pooled false Geometric Mean Average Precision 0.2549 spanish mono reranked Binary Preference (BPREF) 0.5643 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 78.25 dcu1500narrsp1005.qy1 10 68.93 90% 20 63.20 80% 30 57.84 40 53.30 70% 50 49.31 Average Precision 60% 60 43.39 70 37.57 50% 80 31.41 40% 90 23.19 30% 100 13.04 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 45.81 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2225 Second Quartile 0.4163 Third Quartile 0.7101 Interquartile range 0.4876 Mean 0.4581 Standard Deviation 0.2927 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4581 Std With No Outliers 0.2927 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcu1500narrsp1005.qy1 0.5 041 32.98 086 26.84 131 31.16 166 1.44 Difference 0 042 62.25 087 26.37 132 62.78 167 43.08 −0.5 043 39.16 088 34.24 133 46.40 168 17.02 044 23.47 089 48.57 134 88.75 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 54.26 090 5.98 135 50.64 170 94.29 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 2.42 091 36.67 136 51.51 171 16.20 dcu1500narrsp1005.qy1 047 16.67 092 34.94 137 11.39 172 13.70 0.5 Difference 048 17.88 093 22.96 138 29.93 173 62.61 0 049 14.09 094 83.97 139 11.52 174 88.78 −0.5 060 25.36 095 6.99 140 15.06 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 5.93 141 87.53 176 97.74 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 26.52 097 77.31 142 90.41 177 32.48 1 dcu1500narrsp1005.qy1 063 87.85 098 68.33 143 63.38 178 26.76 0.5 Difference 064 100.00 099 28.27 144 39.92 179 64.73 0 065 23.30 110 74.01 145 61.65 190 2.44 −0.5 066 89.56 111 1.08 146 52.38 191 25.00 −1 067 10.66 112 47.72 147 15.34 192 76.56 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 6.97 113 21.54 148 13.84 193 10.29 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 59.64 114 78.27 149 79.57 194 67.82 dcu1500narrsp1005.qy1 0.5 080 47.24 115 27.36 160 64.29 195 0.00 Difference 081 76.82 116 37.46 161 71.00 196 71.02 0 082 82.42 117 30.43 162 89.32 197 50.22 −0.5 083 60.94 118 40.18 163 61.74 198 56.61 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.83 119 74.73 164 36.56 199 70.29 Topic Identifier 085 74.41 130 84.21 165 86.45 200 82.06 155 dcu dcu1500narrsp1005.qy1 AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 55.80 dcu1500narrsp1005.qy1 10 docs 49.20 90% 15 docs 44.87 80% 20 docs 41.10 30 docs 36.33 70% 100 docs 22.73 60% 200 docs 15.24 R−Precision 500 docs 8.02 50% 1000 docs 4.44 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 43.96 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2210 Second Quartile 0.4105 Third Quartile 0.6854 Interquartile range 0.4643 Mean 0.4396 Standard Deviation 0.2723 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4396 Std With No Outliers 0.2723 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcu1500narrsp1005.qy1 0.5 041 43.75 086 33.93 131 36.36 166 0.00 Difference 0 042 62.07 087 29.55 132 57.69 167 50.00 −0.5 043 44.44 088 28.57 133 42.11 168 15.38 044 20.00 089 56.25 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 53.40 090 6.67 135 57.69 170 80.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 38.71 136 62.50 171 25.00 dcu1500narrsp1005.qy1 047 23.15 092 38.37 137 20.00 172 15.38 0.5 Difference 048 20.83 093 28.57 138 14.29 173 33.33 0 049 21.05 094 86.36 139 11.49 174 81.82 −0.5 060 30.67 095 17.13 140 23.53 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 5.38 141 84.62 176 93.51 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 20.00 097 72.00 142 82.14 177 26.09 1 dcu1500narrsp1005.qy1 063 79.66 098 40.00 143 56.25 178 36.36 0.5 Difference 064 100.00 099 32.14 144 50.00 179 67.26 0 065 35.14 110 71.43 145 53.19 190 0.00 −0.5 066 83.84 111 0.00 146 50.00 191 0.00 −1 067 6.12 112 37.50 147 11.11 192 68.18 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 26.58 148 9.09 193 11.76 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 66.67 114 68.89 149 69.23 194 75.00 dcu1500narrsp1005.qy1 0.5 080 51.02 115 31.58 160 50.00 195 0.00 Difference 081 73.56 116 28.57 161 80.00 196 66.67 0 082 73.68 117 33.93 162 82.17 197 52.92 −0.5 083 44.44 118 40.00 163 53.33 198 62.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.50 119 71.43 164 34.72 199 64.71 Topic Identifier 085 70.09 130 69.23 165 77.78 200 72.34 156 dcu dcudescsp12075 AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description Relevant retrieved 4,474 Pooled false Geometric Mean Average Precision 0.2132 spanish mono standard Binary Preference (BPREF) 0.5208 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 70.06 dcudescsp12075 10 61.06 90% 20 56.90 80% 30 51.94 40 49.15 70% 50 45.16 Average Precision 60% 60 41.62 70 37.17 50% 80 31.08 40% 90 22.05 30% 100 12.54 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 42.14 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1684 Second Quartile 0.3390 Third Quartile 0.6772 Interquartile range 0.5088 Mean 0.4214 Standard Deviation 0.3021 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4214 Std With No Outliers 0.3021 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcudescsp12075 0.5 041 21.19 086 32.07 131 32.46 166 0.41 Difference 0 042 57.51 087 26.97 132 60.59 167 50.62 −0.5 043 34.97 088 37.65 133 5.64 168 5.46 044 23.33 089 45.37 134 89.29 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 67.32 090 12.57 135 32.84 170 94.29 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 1.89 091 44.04 136 57.14 171 8.75 dcudescsp12075 047 16.43 092 19.20 137 21.81 172 13.22 0.5 Difference 048 17.55 093 29.20 138 20.68 173 59.66 0 049 18.18 094 77.58 139 9.77 174 90.30 −0.5 060 66.40 095 20.02 140 11.43 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 9.02 141 89.23 176 96.16 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 20.67 097 73.16 142 90.58 177 19.08 1 dcudescsp12075 063 79.39 098 63.46 143 44.93 178 37.62 0.5 Difference 064 100.00 099 38.92 144 14.74 179 64.83 0 065 17.96 110 64.65 145 63.83 190 4.67 −0.5 066 89.47 111 0.07 146 5.70 191 16.67 −1 067 26.01 112 31.61 147 20.18 192 88.57 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 11.80 113 28.57 148 13.72 193 8.08 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 64.65 114 1.45 149 68.97 194 72.05 dcudescsp12075 0.5 080 44.09 115 16.03 160 27.78 195 0.00 Difference 081 76.99 116 24.28 161 71.00 196 70.88 0 082 98.23 117 23.75 162 89.07 197 65.23 −0.5 083 53.83 118 25.77 163 58.36 198 35.60 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 17.01 119 70.83 164 7.05 199 83.60 Topic Identifier 085 73.48 130 68.12 165 59.57 200 79.47 157 dcu dcudescsp12075 AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 47.80 dcudescsp12075 10 docs 43.60 90% 15 docs 39.53 80% 20 docs 37.90 30 docs 34.70 70% 100 docs 22.53 60% 200 docs 15.19 R−Precision 500 docs 8.04 50% 1000 docs 4.47 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 40.58 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1576 Second Quartile 0.3985 Third Quartile 0.6632 Interquartile range 0.5056 Mean 0.4058 Standard Deviation 0.2920 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4058 Std With No Outliers 0.2920 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcudescsp12075 0.5 041 37.50 086 41.07 131 36.36 166 0.00 Difference 0 042 56.70 087 32.95 132 50.00 167 50.00 −0.5 043 38.89 088 28.57 133 5.26 168 0.00 044 22.50 089 56.25 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 65.97 090 13.33 135 44.23 170 80.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 41.94 136 50.00 171 0.00 dcudescsp12075 047 22.22 092 18.60 137 20.00 172 7.69 0.5 Difference 048 22.92 093 28.57 138 0.00 173 50.00 0 049 31.58 094 81.82 139 4.60 174 81.82 −0.5 060 61.33 095 30.84 140 21.01 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 2.15 141 84.62 176 89.61 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 13.33 097 64.00 142 82.14 177 21.74 1 dcudescsp12075 063 77.97 098 60.00 143 43.75 178 45.45 0.5 Difference 064 100.00 099 53.57 144 18.18 179 67.26 0 065 33.78 110 57.14 145 51.06 190 0.00 −0.5 066 82.83 111 0.00 146 0.00 191 0.00 −1 067 40.82 112 37.50 147 22.22 192 79.55 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 38.61 148 9.09 193 11.76 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 66.67 114 0.00 149 69.23 194 75.00 dcudescsp12075 0.5 080 53.06 115 21.05 160 0.00 195 0.00 Difference 081 73.56 116 28.57 161 80.00 196 66.67 0 082 94.74 117 28.57 162 80.62 197 58.75 −0.5 083 44.44 118 20.00 163 53.33 198 25.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 12.50 119 67.62 164 9.72 199 80.00 Topic Identifier 085 72.90 130 61.54 165 44.44 200 72.34 158 hummingbird humES06Rtde AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description Relevant retrieved 4,471 Pooled false Geometric Mean Average Precision 0.2361 same as humES06Rtd except expansion from blind Binary Preference (BPREF) 0.5503 feedback also used Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 71.80 humES06Rtde 10 63.77 90% 20 59.93 80% 30 55.86 40 53.02 70% 50 50.26 Average Precision 60% 60 44.63 70 41.01 50% 80 34.44 40% 90 24.71 30% 100 13.08 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 45.66 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1515 Second Quartile 0.4092 Third Quartile 0.7701 Interquartile range 0.6186 Mean 0.4566 Standard Deviation 0.3146 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4566 Std With No Outliers 0.3146 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humES06Rtde 0.5 041 66.18 086 30.12 131 34.51 166 1.55 Difference 0 042 66.25 087 76.50 132 64.31 167 51.29 −0.5 043 15.05 088 42.71 133 0.55 168 13.51 044 33.88 089 44.92 134 7.29 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 63.35 090 3.99 135 70.35 170 86.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 2.87 091 38.49 136 49.80 171 37.44 humES06Rtde 047 13.97 092 29.46 137 22.03 172 14.06 0.5 Difference 048 8.88 093 18.44 138 12.15 173 74.62 0 049 25.33 094 86.86 139 8.45 174 78.81 −0.5 060 74.75 095 26.49 140 6.01 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 9.97 141 92.79 176 97.23 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 25.30 097 73.42 142 92.56 177 31.61 1 humES06Rtde 063 85.87 098 82.33 143 50.86 178 48.33 0.5 Difference 064 100.00 099 26.70 144 57.02 179 80.06 0 065 18.62 110 69.68 145 72.51 190 3.19 −0.5 066 93.43 111 1.07 146 10.10 191 14.29 −1 067 35.70 112 26.51 147 14.29 192 81.65 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 8.77 113 33.17 148 15.26 193 18.83 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 87.50 114 5.51 149 75.32 194 79.21 humES06Rtde 0.5 080 39.14 115 15.27 160 45.00 195 0.00 Difference 081 86.19 116 14.82 161 87.67 196 70.78 0 082 82.67 117 27.74 162 82.61 197 71.35 −0.5 083 55.98 118 44.96 163 60.67 198 23.94 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 19.70 119 80.63 164 29.39 199 85.80 Topic Identifier 085 80.29 130 78.62 165 77.53 200 85.80 159 hummingbird humES06Rtde AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 52.20 humES06Rtde 10 docs 48.50 90% 15 docs 44.53 80% 20 docs 41.85 30 docs 37.67 70% 100 docs 24.40 60% 200 docs 15.92 R−Precision 500 docs 8.11 50% 1000 docs 4.47 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 43.99 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2026 Second Quartile 0.4286 Third Quartile 0.7199 Interquartile range 0.5173 Mean 0.4399 Standard Deviation 0.2991 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4399 Std With No Outliers 0.2991 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humES06Rtde 0.5 041 56.25 086 30.36 131 37.27 166 0.00 Difference 0 042 60.15 087 71.59 132 53.85 167 50.00 −0.5 043 22.22 088 42.86 133 5.26 168 20.51 044 37.50 089 50.00 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 61.26 090 6.67 135 67.95 170 80.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 37.63 136 50.00 171 25.00 humES06Rtde 047 18.52 092 37.21 137 30.00 172 15.38 0.5 Difference 048 11.46 093 35.71 138 0.00 173 50.00 0 049 36.84 094 86.36 139 1.15 174 81.82 −0.5 060 68.00 095 39.88 140 11.76 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 3.23 141 92.31 176 90.91 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 20.00 097 76.00 142 85.71 177 26.09 1 humES06Rtde 063 77.97 098 80.00 143 52.08 178 52.27 0.5 Difference 064 100.00 099 28.57 144 72.73 179 75.22 0 065 32.43 110 57.14 145 68.09 190 0.00 −0.5 066 86.87 111 0.00 146 0.00 191 0.00 −1 067 42.86 112 25.00 147 11.11 192 72.73 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 34.18 148 9.09 193 23.53 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 83.33 114 0.00 149 69.23 194 75.00 humES06Rtde 0.5 080 44.08 115 21.05 160 50.00 195 0.00 Difference 081 79.31 116 0.00 161 80.00 196 66.67 0 082 76.32 117 35.71 162 73.64 197 65.83 −0.5 083 55.56 118 40.00 163 60.00 198 25.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 25.00 119 72.38 164 38.89 199 84.71 Topic Identifier 085 75.70 130 69.23 165 66.67 200 78.72 160 hummingbird humES06Rtd AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description Relevant retrieved 4,467 Pooled false Geometric Mean Average Precision 0.2215 plain SearchServer stemming run Binary Preference (BPREF) 0.5126 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 72.70 humES06Rtd 10 62.35 90% 20 57.34 80% 30 50.92 40 48.69 70% 50 45.59 Average Precision 60% 60 40.53 70 35.50 50% 80 29.91 40% 90 21.01 30% 100 11.36 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 42.00 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1433 Second Quartile 0.3790 Third Quartile 0.6940 Interquartile range 0.5506 Mean 0.4200 Standard Deviation 0.2966 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4200 Std With No Outliers 0.2966 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humES06Rtd 0.5 041 51.69 086 27.10 131 35.45 166 5.44 Difference 0 042 70.52 087 60.09 132 64.36 167 41.17 −0.5 043 20.61 088 49.56 133 0.57 168 11.23 044 29.17 089 44.25 134 14.24 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 54.69 090 5.18 135 59.85 170 81.03 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 4.36 091 34.10 136 41.19 171 25.33 humES06Rtd 047 10.43 092 24.05 137 19.05 172 7.29 0.5 Difference 048 10.12 093 17.44 138 9.59 173 63.25 0 049 22.83 094 75.11 139 11.99 174 82.69 −0.5 060 57.56 095 16.24 140 5.91 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 19.50 141 90.70 176 95.41 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 22.86 097 70.88 142 92.51 177 25.48 1 humES06Rtd 063 82.15 098 79.58 143 39.83 178 32.70 0.5 Difference 064 100.00 099 13.01 144 53.69 179 57.13 0 065 13.49 110 61.18 145 63.64 190 2.40 −0.5 066 94.15 111 0.68 146 11.44 191 14.29 −1 067 12.89 112 40.21 147 20.77 192 48.04 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 6.37 113 34.46 148 15.00 193 17.35 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 88.60 114 9.08 149 68.85 194 84.33 humES06Rtd 0.5 080 43.46 115 14.21 160 41.67 195 0.00 Difference 081 82.80 116 14.38 161 81.00 196 71.47 0 082 81.50 117 19.93 162 71.15 197 69.94 −0.5 083 56.18 118 35.98 163 64.60 198 30.38 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 20.80 119 71.93 164 19.51 199 82.75 Topic Identifier 085 76.96 130 73.95 165 68.57 200 59.15 161 hummingbird humES06Rtd AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 49.80 humES06Rtd 10 docs 45.90 90% 15 docs 43.00 80% 20 docs 39.60 30 docs 34.77 70% 100 docs 22.68 60% 200 docs 15.25 R−Precision 500 docs 7.97 50% 1000 docs 4.47 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 41.41 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1716 Second Quartile 0.4193 Third Quartile 0.6422 Interquartile range 0.4706 Mean 0.4141 Standard Deviation 0.2806 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4141 Std With No Outliers 0.2806 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humES06Rtd 0.5 041 43.75 086 28.57 131 41.82 166 0.00 Difference 0 042 61.69 087 61.36 132 53.85 167 40.00 −0.5 043 22.22 088 42.86 133 0.00 168 15.38 044 30.00 089 50.00 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 56.54 090 6.67 135 64.10 170 60.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 6.67 091 37.63 136 50.00 171 25.00 humES06Rtd 047 18.52 092 29.07 137 30.00 172 7.69 0.5 Difference 048 13.54 093 35.71 138 0.00 173 66.67 0 049 31.58 094 81.82 139 14.37 174 81.82 −0.5 060 56.00 095 28.04 140 11.76 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 26.88 141 84.62 176 85.71 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 16.67 097 76.00 142 82.14 177 26.09 1 humES06Rtd 063 71.19 098 60.00 143 43.06 178 42.05 0.5 Difference 064 100.00 099 17.86 144 68.18 179 57.52 0 065 27.03 110 57.14 145 61.70 190 0.00 −0.5 066 85.86 111 0.00 146 0.00 191 0.00 −1 067 16.33 112 50.00 147 22.22 192 50.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 38.61 148 9.09 193 17.65 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 83.33 114 4.44 149 61.54 194 87.50 humES06Rtd 0.5 080 48.57 115 26.32 160 50.00 195 0.00 Difference 081 78.16 116 14.29 161 80.00 196 66.67 0 082 68.42 117 28.57 162 64.34 197 65.42 −0.5 083 55.56 118 20.00 163 66.67 198 12.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 25.00 119 67.62 164 29.17 199 78.82 Topic Identifier 085 78.50 130 61.54 165 66.67 200 53.19 162 reina reinaEStdtest AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title, description Relevant retrieved 4,442 Pooled false Geometric Mean Average Precision 0.2265 local expansion with term windows, title+desc Binary Preference (BPREF) 0.5367 fields Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 76.36 reinaEStdtest 10 65.98 90% 20 58.66 80% 30 55.57 40 52.15 70% 50 48.48 Average Precision 60% 60 41.28 70 36.40 50% 80 30.21 40% 90 21.00 30% 100 11.58 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 44.01 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1571 Second Quartile 0.4076 Third Quartile 0.7135 Interquartile range 0.5564 Mean 0.4401 Standard Deviation 0.3044 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4401 Std With No Outliers 0.3044 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaEStdtest 0.5 041 72.00 086 28.26 131 34.55 166 2.58 Difference 0 042 47.45 087 61.58 132 55.53 167 58.88 −0.5 043 21.71 088 34.99 133 0.70 168 10.70 044 19.78 089 51.90 134 60.62 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 62.55 090 5.52 135 70.51 170 84.33 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 11.11 091 40.53 136 42.12 171 40.08 reinaEStdtest 047 12.86 092 27.06 137 20.89 172 4.07 0.5 Difference 048 4.29 093 34.91 138 8.72 173 67.20 0 049 10.12 094 89.04 139 7.43 174 84.69 −0.5 060 39.88 095 23.95 140 10.52 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 10.63 141 97.57 176 98.62 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 27.27 097 71.17 142 88.47 177 26.13 1 reinaEStdtest 063 85.75 098 90.00 143 53.61 178 40.98 0.5 Difference 064 100.00 099 0.58 144 58.02 179 79.24 0 065 16.43 110 58.23 145 65.88 190 2.50 −0.5 066 88.53 111 2.07 146 14.84 191 50.00 −1 067 14.99 112 20.57 147 17.15 192 61.83 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 6.74 113 18.45 148 14.03 193 21.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 85.42 114 6.85 149 67.19 194 72.24 reinaEStdtest 0.5 080 40.48 115 22.80 160 54.55 195 0.00 Difference 081 76.27 116 11.02 161 100.00 196 73.50 0 082 39.25 117 20.37 162 81.07 197 69.40 −0.5 083 45.82 118 42.54 163 58.42 198 43.22 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 31.20 119 75.79 164 35.73 199 83.00 Topic Identifier 085 80.22 130 71.84 165 71.53 200 76.56 163 reina reinaEStdtest AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 52.60 reinaEStdtest 10 docs 46.60 90% 15 docs 42.60 80% 20 docs 39.80 30 docs 35.57 70% 100 docs 22.57 60% 200 docs 15.16 R−Precision 500 docs 7.90 50% 1000 docs 4.44 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 42.96 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1972 Second Quartile 0.4248 Third Quartile 0.6364 Interquartile range 0.4391 Mean 0.4296 Standard Deviation 0.2889 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4296 Std With No Outliers 0.2889 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaEStdtest 0.5 041 62.50 086 28.57 131 40.00 166 0.00 Difference 0 042 49.04 087 54.55 132 53.85 167 40.00 −0.5 043 33.33 088 42.86 133 0.00 168 15.38 044 22.50 089 62.50 134 50.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 63.35 090 6.67 135 63.46 170 80.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 13.33 091 36.56 136 37.50 171 50.00 reinaEStdtest 047 19.44 092 22.09 137 20.00 172 7.69 0.5 Difference 048 9.38 093 35.71 138 0.00 173 66.67 0 049 21.05 094 81.82 139 2.30 174 81.82 −0.5 060 46.67 095 33.33 140 15.97 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 9.68 141 92.31 176 96.10 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 36.67 097 72.00 142 82.14 177 30.43 1 reinaEStdtest 063 81.36 098 80.00 143 55.56 178 52.27 0.5 Difference 064 100.00 099 3.57 144 63.64 179 76.11 0 065 28.38 110 57.14 145 61.70 190 0.00 −0.5 066 78.79 111 0.00 146 0.00 191 0.00 −1 067 16.33 112 25.00 147 22.22 192 63.64 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 11.11 113 22.78 148 9.09 193 20.59 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 83.33 114 6.67 149 53.85 194 75.00 reinaEStdtest 0.5 080 45.31 115 26.32 160 50.00 195 0.00 Difference 081 75.86 116 0.00 161 100.00 196 73.33 0 082 42.11 117 23.21 162 77.52 197 62.08 −0.5 083 44.44 118 40.00 163 60.00 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.50 119 66.67 164 41.67 199 80.00 Topic Identifier 085 72.90 130 61.54 165 66.67 200 61.70 164 reina reinaESttest AH-ROBUST-MONO-ES-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 5,008 Topic Fields title Relevant retrieved 4,155 Pooled false Geometric Mean Average Precision 0.1782 local expansion with term windows, only title field Binary Preference (BPREF) 0.4962 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Spanish track − Interpolated Recall vs Average Precision 100% 0 69.11 reinaESttest 10 59.76 90% 20 54.19 80% 30 50.27 40 45.56 70% 50 41.97 Average Precision 60% 60 36.43 70 30.65 50% 80 26.48 40% 90 18.44 30% 100 9.88 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 38.93 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1041 Second Quartile 0.3180 Third Quartile 0.6373 Interquartile range 0.5332 Mean 0.3893 Standard Deviation 0.3037 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3893 Std With No Outliers 0.3037 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaESttest 0.5 041 71.03 086 30.55 131 31.37 166 4.67 Difference 0 042 22.14 087 58.22 132 56.21 167 46.21 −0.5 043 1.42 088 31.22 133 0.35 168 10.24 044 13.62 089 68.24 134 21.54 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 69.00 090 2.04 135 75.41 170 47.54 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 1.44 091 37.66 136 42.24 171 19.90 reinaESttest 047 14.86 092 26.67 137 25.26 172 6.96 0.5 Difference 048 1.04 093 26.20 138 4.44 173 70.04 0 049 10.06 094 88.54 139 7.03 174 52.60 −0.5 060 40.10 095 2.63 140 10.34 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 7.54 141 93.62 176 98.46 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 35.64 097 76.72 142 89.51 177 34.43 1 reinaESttest 063 86.41 098 80.54 143 50.41 178 26.96 0.5 Difference 064 100.00 099 10.55 144 61.69 179 61.30 0 065 16.06 110 9.62 145 64.62 190 3.56 −0.5 066 87.44 111 2.21 146 54.55 191 25.00 −1 067 17.83 112 11.76 147 1.39 192 10.48 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 24.73 113 8.87 148 32.22 193 22.32 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 81.45 114 5.56 149 53.47 194 0.42 reinaESttest 0.5 080 45.62 115 18.69 160 60.00 195 0.00 Difference 081 63.15 116 14.48 161 100.00 196 62.79 0 082 49.65 117 7.72 162 75.18 197 44.07 −0.5 083 45.34 118 34.70 163 40.36 198 19.80 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 31.15 119 64.69 164 27.79 199 84.95 Topic Identifier 085 83.22 130 76.75 165 64.31 200 81.85 165 reina reinaESttest AH-ROBUST-MONO-ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Spanish track − Retrieved documents vs Precision 100% 5 docs 47.60 reinaESttest 10 docs 42.00 90% 15 docs 37.60 80% 20 docs 35.30 30 docs 32.10 70% 100 docs 20.48 60% 200 docs 13.78 R−Precision 500 docs 7.37 50% 1000 docs 4.16 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 38.82 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1429 Second Quartile 0.3591 Third Quartile 0.6011 Interquartile range 0.4583 Mean 0.3882 Standard Deviation 0.2840 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3882 Std With No Outliers 0.2840 Ad−Hoc Robust Monolingual Spanish track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaESttest 0.5 041 62.50 086 32.14 131 35.45 166 14.29 Difference 0 042 32.95 087 60.23 132 50.00 167 30.00 −0.5 043 5.56 088 28.57 133 0.00 168 12.82 044 12.50 089 56.25 134 25.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 69.11 090 6.67 135 69.23 170 60.00 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 32.26 136 37.50 171 25.00 reinaESttest 047 25.00 092 26.74 137 30.00 172 15.38 0.5 Difference 048 1.04 093 42.86 138 0.00 173 66.67 0 049 15.79 094 86.36 139 3.45 174 45.45 −0.5 060 42.67 095 9.03 140 15.13 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 15.05 141 84.62 176 94.81 Topic Identifier Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 43.33 097 72.00 142 82.14 177 34.78 1 reinaESttest 063 77.97 098 80.00 143 54.86 178 36.36 0.5 Difference 064 100.00 099 17.86 144 63.64 179 62.83 0 065 32.43 110 14.29 145 53.19 190 0.00 −0.5 066 77.78 111 0.00 146 50.00 191 0.00 −1 067 26.53 112 0.00 147 0.00 192 15.91 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 22.22 113 11.39 148 36.36 193 29.41 Ad−Hoc Robust Monolingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 83.33 114 2.22 149 53.85 194 0.00 reinaESttest 0.5 080 50.20 115 21.05 160 50.00 195 0.00 Difference 081 65.52 116 14.29 161 100.00 196 60.00 0 082 55.26 117 12.50 162 75.19 197 49.58 −0.5 083 44.44 118 40.00 163 30.00 198 12.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.50 119 56.19 164 38.89 199 81.18 Topic Identifier 085 77.57 130 69.23 165 55.56 200 72.34 166 colesir CoLesIRfrTst AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 2,025 Pooled false Geometric Mean Average Precision 0.1191 robust monolingual FR - TEST; automatic; TD Binary Preference (BPREF) 0.4219 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 68.41 CoLesIRfrTst 10 60.81 90% 20 53.03 80% 30 47.19 40 43.86 70% 50 40.99 Average Precision 60% 60 35.97 70 32.68 50% 80 28.77 40% 90 23.71 30% 100 18.86 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 39.51 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1532 Second Quartile 0.3435 Third Quartile 0.5934 Interquartile range 0.4402 Mean 0.3951 Standard Deviation 0.3025 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3951 Std With No Outliers 0.3025 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 CoLesIRfrTst 0.5 041 64.29 086 15.28 131 28.31 166 0.00 Difference 0 042 49.67 087 34.42 132 49.93 167 66.67 −0.5 043 50.00 088 59.56 133 9.93 168 14.82 044 28.12 089 45.93 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 27.35 090 8.96 135 32.98 170 33.33 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 5.49 091 21.59 136 100.00 171 36.26 CoLesIRfrTst 047 23.77 092 26.25 137 0.06 172 0.00 0.5 Difference 048 1.47 093 96.67 138 10.70 173 100.00 0 049 15.36 094 65.55 139 12.06 174 96.83 −0.5 060 15.42 095 24.49 140 60.04 175 50.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 16.23 096 39.14 141 100.00 176 91.99 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 39.54 097 21.46 142 98.86 177 16.77 1 CoLesIRfrTst 063 51.55 098 82.23 143 32.34 178 38.89 0.5 Difference 064 0.00 099 17.79 144 100.00 179 25.65 0 065 16.94 110 58.22 145 13.07 190 32.73 −0.5 066 90.09 111 0.74 146 0.00 191 0.00 −1 067 39.36 112 38.35 147 48.75 192 63.03 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 32.75 113 14.04 148 2.07 193 48.04 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 38.57 114 42.76 149 87.62 194 0.00 CoLesIRfrTst 0.5 080 5.61 115 54.67 160 0.00 195 25.16 Difference 081 60.02 116 34.29 161 0.00 196 100.00 0 082 61.88 117 28.38 162 78.63 197 83.58 −0.5 083 58.33 118 7.36 163 44.10 198 6.73 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 76.58 164 40.23 199 69.31 Topic Identifier 085 18.01 130 59.12 165 45.00 200 22.81 167 colesir CoLesIRfrTst AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 40.80 CoLesIRfrTst 10 docs 35.20 90% 15 docs 30.47 80% 20 docs 27.80 30 docs 23.87 70% 100 docs 12.95 60% 200 docs 8.00 R−Precision 500 docs 3.81 50% 1000 docs 2.03 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 37.56 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1484 Second Quartile 0.3488 Third Quartile 0.5294 Interquartile range 0.3811 Mean 0.3756 Standard Deviation 0.2903 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3756 Std With No Outliers 0.2903 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 CoLesIRfrTst 0.5 041 50.00 086 16.67 131 36.59 166 0.00 Difference 0 042 51.32 087 42.11 132 25.00 167 50.00 −0.5 043 0.00 088 51.61 133 21.88 168 23.08 044 33.33 089 52.17 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 34.04 090 5.88 135 42.31 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 14.29 091 38.46 136 100.00 171 33.33 CoLesIRfrTst 047 23.08 092 27.08 137 0.00 172 0.00 0.5 Difference 048 0.00 093 80.00 138 17.65 173 100.00 0 049 16.67 094 50.00 139 11.11 174 85.71 −0.5 060 18.89 095 33.90 140 55.47 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 35.71 141 100.00 176 84.21 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 37.50 097 14.29 142 92.31 177 14.29 1 CoLesIRfrTst 063 52.94 098 77.78 143 32.14 178 66.67 0.5 Difference 064 0.00 099 29.41 144 100.00 179 25.00 0 065 15.38 110 61.54 145 21.43 190 41.18 −0.5 066 86.27 111 0.00 146 0.00 191 0.00 −1 067 42.11 112 40.00 147 50.00 192 57.89 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.00 113 22.22 148 0.00 193 46.34 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 43.75 114 43.33 149 60.00 194 0.00 CoLesIRfrTst 0.5 080 9.68 115 60.00 160 0.00 195 21.05 Difference 081 52.94 116 30.00 161 0.00 196 100.00 0 082 56.25 117 32.14 162 76.00 197 78.63 −0.5 083 50.00 118 16.67 163 45.45 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 75.00 164 46.07 199 57.58 Topic Identifier 085 20.00 130 61.54 165 50.00 200 33.33 168 daedalus frFSfrR2S AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 2,036 Pooled false Geometric Mean Average Precision 0.1187 Mandatory TD run Binary Preference (BPREF) 0.4151 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 67.72 frFSfrR2S 10 59.82 90% 20 53.27 80% 30 48.76 40 42.19 70% 50 39.31 Average Precision 60% 60 34.78 70 30.39 50% 80 27.20 40% 90 22.13 30% 100 18.24 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 38.49 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1719 Second Quartile 0.3409 Third Quartile 0.5764 Interquartile range 0.4045 Mean 0.3849 Standard Deviation 0.2993 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3849 Std With No Outliers 0.2993 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 frFSfrR2S 0.5 041 100.00 086 17.79 131 33.68 166 0.00 Difference 0 042 35.42 087 41.28 132 48.73 167 64.29 −0.5 043 100.00 088 65.54 133 18.55 168 18.34 044 27.57 089 48.58 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 24.09 090 10.61 135 32.95 170 0.57 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 6.10 091 23.08 136 58.33 171 36.74 frFSfrR2S 047 19.51 092 18.75 137 14.29 172 0.00 0.5 Difference 048 0.52 093 96.67 138 26.39 173 100.00 0 049 25.04 094 56.46 139 12.06 174 100.00 −0.5 060 31.92 095 29.35 140 56.94 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 4.37 096 30.02 141 100.00 176 95.01 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 64.83 097 19.69 142 60.68 177 56.19 1 frFSfrR2S 063 34.92 098 62.64 143 37.13 178 39.39 0.5 Difference 064 0.00 099 24.64 144 29.39 179 32.03 0 065 20.00 110 59.19 145 34.15 190 39.64 −0.5 066 92.16 111 11.90 146 0.00 191 0.00 −1 067 42.21 112 40.40 147 42.71 192 50.55 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 34.03 113 4.57 148 2.88 193 4.96 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 34.93 114 36.41 149 46.93 194 0.00 frFSfrR2S 0.5 080 16.34 115 68.85 160 0.00 195 26.52 Difference 081 60.83 116 35.48 161 0.00 196 100.00 0 082 16.60 117 22.19 162 8.51 197 89.46 −0.5 083 41.67 118 1.66 163 35.71 198 37.18 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 76.28 164 38.86 199 70.93 Topic Identifier 085 29.14 130 58.36 165 26.67 200 7.68 169 daedalus frFSfrR2S AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 39.40 frFSfrR2S 10 docs 33.40 90% 15 docs 29.13 80% 20 docs 26.80 30 docs 23.13 70% 100 docs 12.76 60% 200 docs 8.19 R−Precision 500 docs 3.84 50% 1000 docs 2.04 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 37.59 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1716 Second Quartile 0.3333 Third Quartile 0.5520 Interquartile range 0.3804 Mean 0.3759 Standard Deviation 0.2918 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3759 Std With No Outliers 0.2918 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 frFSfrR2S 0.5 041 100.00 086 19.44 131 40.24 166 0.00 Difference 0 042 39.47 087 47.37 132 25.00 167 50.00 −0.5 043 100.00 088 54.84 133 18.75 168 23.08 044 16.67 089 52.17 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 23.40 090 17.65 135 38.46 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 14.29 091 23.08 136 50.00 171 33.33 frFSfrR2S 047 25.00 092 29.17 137 33.33 172 0.00 0.5 Difference 048 0.00 093 80.00 138 29.41 173 100.00 0 049 25.00 094 68.75 139 11.11 174 100.00 −0.5 060 38.89 095 39.55 140 58.59 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 28.57 141 100.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 62.50 097 28.57 142 61.54 177 57.14 1 frFSfrR2S 063 41.18 098 55.56 143 35.71 178 33.33 0.5 Difference 064 0.00 099 47.06 144 33.33 179 25.00 0 065 15.38 110 61.54 145 28.57 190 29.41 −0.5 066 88.24 111 16.67 146 0.00 191 0.00 −1 067 36.84 112 40.00 147 50.00 192 47.37 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.00 113 0.00 148 0.00 193 2.44 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 43.75 114 36.67 149 60.00 194 0.00 frFSfrR2S 0.5 080 19.35 115 60.00 160 0.00 195 31.58 Difference 081 52.94 116 30.00 161 0.00 196 100.00 0 082 18.75 117 25.00 162 4.00 197 82.44 −0.5 083 0.00 118 0.00 163 36.36 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 75.00 164 42.70 199 60.61 Topic Identifier 085 36.67 130 61.54 165 0.00 200 0.00 170 daedalus fryfrRFS3456 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description, narrative Relevant retrieved 2,075 Pooled false Geometric Mean Average Precision 0.1336 Average run Binary Preference (BPREF) 0.4389 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 69.54 fryfrRFS3456 10 64.14 90% 20 55.06 80% 30 51.96 40 45.98 70% 50 42.51 Average Precision 60% 60 37.91 70 33.84 50% 80 30.04 40% 90 24.26 30% 100 19.81 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 41.54 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1803 Second Quartile 0.3720 Third Quartile 0.5848 Interquartile range 0.4045 Mean 0.4154 Standard Deviation 0.3029 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4154 Std With No Outliers 0.3029 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 fryfrRFS3456 0.5 041 100.00 086 20.53 131 35.38 166 0.00 Difference 0 042 45.74 087 43.10 132 54.05 167 64.29 −0.5 043 100.00 088 62.36 133 20.38 168 18.12 044 24.88 089 60.22 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 33.03 090 9.81 135 33.38 170 0.59 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 5.09 091 22.95 136 100.00 171 37.00 fryfrRFS3456 047 20.45 092 18.02 137 14.45 172 0.00 0.5 Difference 048 1.24 093 100.00 138 56.22 173 100.00 0 049 21.59 094 55.38 139 18.04 174 100.00 −0.5 060 33.18 095 22.83 140 51.26 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 20.09 096 27.25 141 100.00 176 94.29 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 54.63 097 35.13 142 58.62 177 48.45 1 fryfrRFS3456 063 31.64 098 40.66 143 48.94 178 15.74 0.5 Difference 064 0.00 099 25.58 144 51.95 179 37.39 0 065 27.62 110 57.62 145 43.51 190 48.01 −0.5 066 93.51 111 16.45 146 0.00 191 0.00 −1 067 50.46 112 47.87 147 48.22 192 68.93 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 45.93 113 10.83 148 2.81 193 5.37 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 35.02 114 46.16 149 68.69 194 0.00 fryfrRFS3456 0.5 080 16.32 115 66.90 160 0.00 195 31.32 Difference 081 64.98 116 46.93 161 0.00 196 100.00 0 082 16.09 117 32.29 162 7.24 197 89.53 −0.5 083 58.33 118 9.54 163 39.03 198 39.37 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 72.50 164 48.19 199 74.99 Topic Identifier 085 31.10 130 62.12 165 32.50 200 11.94 171 daedalus fryfrRFS3456 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 40.60 fryfrRFS3456 10 docs 35.10 90% 15 docs 31.00 80% 20 docs 28.15 30 docs 24.70 70% 100 docs 13.53 60% 200 docs 8.48 R−Precision 500 docs 3.93 50% 1000 docs 2.08 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 40.06 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1667 Second Quartile 0.3702 Third Quartile 0.5656 Interquartile range 0.3989 Mean 0.4006 Standard Deviation 0.2999 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4006 Std With No Outliers 0.2999 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 fryfrRFS3456 0.5 041 100.00 086 19.44 131 41.46 166 0.00 Difference 0 042 52.63 087 52.63 132 25.00 167 50.00 −0.5 043 100.00 088 54.84 133 18.75 168 23.08 044 16.67 089 52.17 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 34.04 090 11.76 135 36.54 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 14.29 091 23.08 136 100.00 171 33.33 fryfrRFS3456 047 25.00 092 27.08 137 33.33 172 0.00 0.5 Difference 048 0.00 093 100.00 138 56.86 173 100.00 0 049 16.67 094 56.25 139 26.67 174 100.00 −0.5 060 41.11 095 31.64 140 53.91 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 21.43 141 100.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 62.50 097 14.29 142 61.54 177 42.86 1 fryfrRFS3456 063 29.41 098 44.44 143 50.00 178 0.00 0.5 Difference 064 0.00 099 47.06 144 33.33 179 37.50 0 065 23.08 110 66.67 145 50.00 190 47.06 −0.5 066 86.27 111 0.00 146 0.00 191 0.00 −1 067 47.37 112 46.67 147 37.50 192 68.42 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 48.00 113 11.11 148 0.00 193 4.88 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 50.00 114 43.33 149 60.00 194 0.00 fryfrRFS3456 0.5 080 19.35 115 60.00 160 0.00 195 31.58 Difference 081 58.82 116 40.00 161 0.00 196 100.00 0 082 25.00 117 28.57 162 4.00 197 83.97 −0.5 083 50.00 118 16.67 163 36.36 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 70.00 164 49.44 199 63.64 Topic Identifier 085 33.33 130 69.23 165 0.00 200 5.56 172 daedalus frx011frRFW3FS3 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description, narrative Relevant retrieved 2,097 Pooled false Geometric Mean Average Precision 0.1350 Combined run Binary Preference (BPREF) 0.4285 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 69.69 frx011frRFW3FS3 10 62.18 90% 20 55.16 80% 30 51.43 40 46.78 70% 50 42.88 Average Precision 60% 60 38.90 70 33.79 50% 80 30.24 40% 90 24.05 30% 100 18.86 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 41.41 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1858 Second Quartile 0.3693 Third Quartile 0.5853 Interquartile range 0.3995 Mean 0.4141 Standard Deviation 0.2966 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4141 Std With No Outliers 0.2966 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 frx011frRFW3FS3 0.5 041 100.00 086 21.01 131 35.63 166 0.00 Difference 0 042 46.20 087 45.49 132 54.37 167 64.29 −0.5 043 100.00 088 58.01 133 17.02 168 17.21 044 27.54 089 60.22 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 30.49 090 9.38 135 33.68 170 0.75 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 5.16 091 19.96 136 100.00 171 35.85 frx011frRFW3FS3 047 23.22 092 23.30 137 13.80 172 0.00 0.5 Difference 048 1.63 093 100.00 138 67.92 173 100.00 0 049 21.65 094 59.05 139 16.04 174 100.00 −0.5 060 32.78 095 27.52 140 56.83 175 50.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 23.18 096 31.30 141 100.00 176 96.56 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 54.50 097 39.42 142 59.72 177 55.97 1 frx011frRFW3FS3 063 28.71 098 60.47 143 53.39 178 13.10 0.5 Difference 064 0.00 099 31.62 144 50.76 179 34.19 0 065 30.96 110 53.24 145 47.70 190 53.67 −0.5 066 92.12 111 20.00 146 0.00 191 0.00 −1 067 36.12 112 44.23 147 46.83 192 66.96 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.09 113 13.59 148 2.62 193 5.69 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 37.98 114 52.64 149 69.12 194 0.00 frx011frRFW3FS3 0.5 080 15.81 115 45.37 160 0.00 195 39.66 Difference 081 63.25 116 45.46 161 0.00 196 100.00 0 082 12.13 117 35.39 162 8.69 197 86.89 −0.5 083 100.00 118 8.06 163 37.74 198 23.60 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 73.15 164 47.70 199 81.29 Topic Identifier 085 30.34 130 62.31 165 32.50 200 27.61 173 daedalus frx011frRFW3FS3 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 40.80 frx011frRFW3FS3 10 docs 36.30 90% 15 docs 32.33 80% 20 docs 28.85 30 docs 25.07 70% 100 docs 13.78 60% 200 docs 8.60 R−Precision 500 docs 3.97 50% 1000 docs 2.10 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 39.02 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1667 Second Quartile 0.3418 Third Quartile 0.5460 Interquartile range 0.3793 Mean 0.3902 Standard Deviation 0.2946 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3902 Std With No Outliers 0.2946 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 frx011frRFW3FS3 0.5 041 100.00 086 19.44 131 41.46 166 0.00 Difference 0 042 50.00 087 52.63 132 25.00 167 50.00 −0.5 043 100.00 088 48.39 133 21.88 168 15.38 044 16.67 089 52.17 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 31.91 090 11.76 135 40.38 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 7.14 091 23.08 136 100.00 171 33.33 frx011frRFW3FS3 047 28.85 092 31.25 137 33.33 172 0.00 0.5 Difference 048 0.00 093 100.00 138 62.75 173 100.00 0 049 16.67 094 56.25 139 26.67 174 100.00 −0.5 060 44.44 095 35.03 140 57.03 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 16.67 096 21.43 141 100.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 62.50 097 28.57 142 61.54 177 42.86 1 frx011frRFW3FS3 063 29.41 098 66.67 143 50.00 178 0.00 0.5 Difference 064 0.00 099 47.06 144 33.33 179 25.00 0 065 23.08 110 61.54 145 50.00 190 52.94 −0.5 066 86.27 111 16.67 146 0.00 191 0.00 −1 067 42.11 112 46.67 147 50.00 192 68.42 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 44.00 113 22.22 148 0.00 193 4.88 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 43.75 114 50.00 149 60.00 194 0.00 frx011frRFW3FS3 0.5 080 19.35 115 40.00 160 0.00 195 31.58 Difference 081 52.94 116 40.00 161 0.00 196 100.00 0 082 12.50 117 32.14 162 4.00 197 80.92 −0.5 083 100.00 118 16.67 163 45.45 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 71.25 164 48.31 199 66.67 Topic Identifier 085 26.67 130 61.54 165 0.00 200 22.22 174 daedalus frFSfrR3S AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description, narrative Relevant retrieved 2,097 Pooled false Geometric Mean Average Precision 0.1369 TDN run Binary Preference (BPREF) 0.4480 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 70.39 frFSfrR3S 10 63.99 90% 20 56.62 80% 30 52.55 40 47.82 70% 50 43.91 Average Precision 60% 60 39.93 70 34.79 50% 80 31.24 40% 90 25.05 30% 100 19.86 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 42.54 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1909 Second Quartile 0.3732 Third Quartile 0.5997 Interquartile range 0.4088 Mean 0.4254 Standard Deviation 0.3082 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4254 Std With No Outliers 0.3082 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 frFSfrR3S 0.5 041 100.00 086 22.40 131 36.64 166 0.00 Difference 0 042 46.20 087 45.49 132 54.37 167 64.29 −0.5 043 100.00 088 58.01 133 21.65 168 17.21 044 27.54 089 60.22 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 31.61 090 9.38 135 36.91 170 0.75 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 5.16 091 19.96 136 100.00 171 19.18 frFSfrR3S 047 23.22 092 23.30 137 13.80 172 0.00 0.5 Difference 048 1.63 093 100.00 138 67.92 173 100.00 0 049 21.65 094 59.05 139 16.04 174 100.00 −0.5 060 32.78 095 27.56 140 56.72 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 19.01 096 31.30 141 100.00 176 96.56 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 54.50 097 39.42 142 59.72 177 55.97 1 frFSfrR3S 063 28.71 098 60.47 143 52.67 178 15.08 0.5 Difference 064 0.00 099 27.70 144 50.76 179 34.19 0 065 30.96 110 53.24 145 47.70 190 53.67 −0.5 066 92.12 111 20.00 146 0.00 191 0.00 −1 067 44.06 112 44.23 147 46.83 192 66.96 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 41.20 113 15.44 148 2.62 193 5.69 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 34.86 114 52.64 149 69.12 194 0.00 frFSfrR3S 0.5 080 15.81 115 55.37 160 0.00 195 33.40 Difference 081 63.25 116 45.46 161 0.00 196 100.00 0 082 6.04 117 35.39 162 10.69 197 86.89 −0.5 083 100.00 118 8.06 163 37.74 198 40.27 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 73.15 164 47.70 199 81.29 Topic Identifier 085 30.89 130 62.31 165 32.50 200 27.61 175 daedalus frFSfrR3S AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 41.40 frFSfrR3S 10 docs 36.10 90% 15 docs 32.33 80% 20 docs 28.85 30 docs 25.07 70% 100 docs 13.78 60% 200 docs 8.60 R−Precision 500 docs 3.97 50% 1000 docs 2.10 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 40.96 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1801 Second Quartile 0.4000 Third Quartile 0.5852 Interquartile range 0.4050 Mean 0.4096 Standard Deviation 0.3020 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4096 Std With No Outliers 0.3020 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 frFSfrR3S 0.5 041 100.00 086 19.44 131 41.46 166 0.00 Difference 0 042 50.00 087 52.63 132 25.00 167 50.00 −0.5 043 100.00 088 48.39 133 21.88 168 15.38 044 16.67 089 52.17 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 31.91 090 11.76 135 40.38 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 7.14 091 23.08 136 100.00 171 33.33 frFSfrR3S 047 28.85 092 31.25 137 33.33 172 0.00 0.5 Difference 048 0.00 093 100.00 138 62.75 173 100.00 0 049 16.67 094 56.25 139 26.67 174 100.00 −0.5 060 44.44 095 35.03 140 57.03 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 16.67 096 21.43 141 100.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 62.50 097 28.57 142 61.54 177 42.86 1 frFSfrR3S 063 29.41 098 66.67 143 50.00 178 0.00 0.5 Difference 064 0.00 099 47.06 144 33.33 179 25.00 0 065 23.08 110 61.54 145 50.00 190 52.94 −0.5 066 86.27 111 16.67 146 0.00 191 0.00 −1 067 42.11 112 46.67 147 50.00 192 68.42 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 44.00 113 22.22 148 0.00 193 4.88 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 43.75 114 50.00 149 60.00 194 0.00 frFSfrR3S 0.5 080 19.35 115 40.00 160 0.00 195 31.58 Difference 081 52.94 116 40.00 161 0.00 196 100.00 0 082 6.25 117 32.14 162 4.00 197 80.92 −0.5 083 100.00 118 16.67 163 45.45 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 71.25 164 48.31 199 66.67 Topic Identifier 085 26.67 130 61.54 165 0.00 200 22.22 176 dcu dcudescfr12075 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 2,074 Pooled false Geometric Mean Average Precision 0.1212 french mono run Binary Preference (BPREF) 0.4519 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 64.43 dcudescfr12075 10 58.17 90% 20 51.83 80% 30 47.85 40 44.53 70% 50 42.58 Average Precision 60% 60 39.04 70 35.73 50% 80 32.67 40% 90 27.19 30% 100 21.44 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 41.08 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1140 Second Quartile 0.3567 Third Quartile 0.6195 Interquartile range 0.5055 Mean 0.4108 Standard Deviation 0.3286 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4108 Std With No Outliers 0.3286 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcudescfr12075 0.5 041 100.00 086 15.33 131 9.59 166 0.00 Difference 0 042 58.47 087 40.68 132 47.13 167 83.33 −0.5 043 33.33 088 59.90 133 1.27 168 39.40 044 21.21 089 37.40 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 58.37 090 10.97 135 82.23 170 25.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 5.03 091 10.72 136 100.00 171 35.30 dcudescfr12075 047 20.22 092 39.62 137 19.59 172 0.00 0.5 Difference 048 0.87 093 96.67 138 53.31 173 100.00 0 049 13.13 094 6.11 139 8.95 174 100.00 −0.5 060 28.89 095 30.50 140 61.57 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 9.61 096 39.66 141 100.00 176 97.62 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 36.06 097 44.26 142 98.97 177 38.42 1 dcudescfr12075 063 58.05 098 96.58 143 30.79 178 12.12 0.5 Difference 064 0.00 099 23.52 144 100.00 179 37.64 0 065 27.78 110 65.06 145 21.80 190 9.82 −0.5 066 88.26 111 4.47 146 0.00 191 0.00 −1 067 47.79 112 35.60 147 36.89 192 83.90 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 47.45 113 2.80 148 2.78 193 42.09 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 27.07 114 33.64 149 94.29 194 0.00 dcudescfr12075 0.5 080 15.19 115 33.54 160 0.00 195 22.80 Difference 081 66.06 116 34.05 161 0.00 196 100.00 0 082 31.47 117 8.58 162 87.86 197 86.86 −0.5 083 62.50 118 3.23 163 35.74 198 11.83 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 83.47 164 49.29 199 62.33 Topic Identifier 085 22.33 130 56.58 165 41.67 200 2.27 177 dcu dcudescfr12075 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 39.60 dcudescfr12075 10 docs 33.70 90% 15 docs 30.80 80% 20 docs 28.50 30 docs 24.73 70% 100 docs 13.58 60% 200 docs 8.50 R−Precision 500 docs 3.89 50% 1000 docs 2.07 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 37.93 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0541 Second Quartile 0.3452 Third Quartile 0.5798 Interquartile range 0.5257 Mean 0.3793 Standard Deviation 0.3214 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3793 Std With No Outliers 0.3214 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcudescfr12075 0.5 041 100.00 086 16.67 131 13.41 166 0.00 Difference 0 042 56.58 087 36.84 132 25.00 167 50.00 −0.5 043 0.00 088 64.52 133 3.12 168 38.46 044 0.00 089 39.13 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 51.06 090 11.76 135 75.00 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 7.69 136 100.00 171 33.33 dcudescfr12075 047 26.92 092 31.25 137 33.33 172 0.00 0.5 Difference 048 0.00 093 80.00 138 50.98 173 100.00 0 049 16.67 094 0.00 139 15.56 174 100.00 −0.5 060 26.67 095 37.85 140 62.50 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 35.71 141 100.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 37.50 097 57.14 142 92.31 177 28.57 1 dcudescfr12075 063 52.94 098 88.89 143 25.00 178 0.00 0.5 Difference 064 0.00 099 41.18 144 100.00 179 25.00 0 065 23.08 110 66.67 145 21.43 190 17.65 −0.5 066 84.31 111 0.00 146 0.00 191 0.00 −1 067 47.37 112 33.33 147 50.00 192 73.68 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 52.00 113 0.00 148 0.00 193 31.71 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 36.67 149 80.00 194 0.00 dcudescfr12075 0.5 080 22.58 115 40.00 160 0.00 195 21.05 Difference 081 58.82 116 30.00 161 0.00 196 100.00 0 082 43.75 117 10.71 162 80.00 197 79.39 −0.5 083 50.00 118 0.00 163 36.36 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 77.50 164 51.69 199 51.52 Topic Identifier 085 20.00 130 69.23 165 50.00 200 0.00 178 dcu dcudescfr12075 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 2,074 Pooled false Geometric Mean Average Precision 0.1212 French monolingual run with title and description Binary Preference (BPREF) 0.4519 fields Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 64.43 dcudescfr12075 10 58.17 90% 20 51.83 80% 30 47.85 40 44.53 70% 50 42.58 Average Precision 60% 60 39.04 70 35.73 50% 80 32.67 40% 90 27.19 30% 100 21.44 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 41.08 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1140 Second Quartile 0.3567 Third Quartile 0.6195 Interquartile range 0.5055 Mean 0.4108 Standard Deviation 0.3286 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4108 Std With No Outliers 0.3286 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcudescfr12075 0.5 041 100.00 086 15.33 131 9.59 166 0.00 Difference 0 042 58.47 087 40.68 132 47.13 167 83.33 −0.5 043 33.33 088 59.90 133 1.27 168 39.40 044 21.21 089 37.40 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 58.37 090 10.97 135 82.23 170 25.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 5.03 091 10.72 136 100.00 171 35.30 dcudescfr12075 047 20.22 092 39.62 137 19.59 172 0.00 0.5 Difference 048 0.87 093 96.67 138 53.31 173 100.00 0 049 13.13 094 6.11 139 8.95 174 100.00 −0.5 060 28.89 095 30.50 140 61.57 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 9.61 096 39.66 141 100.00 176 97.62 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 36.06 097 44.26 142 98.97 177 38.42 1 dcudescfr12075 063 58.05 098 96.58 143 30.79 178 12.12 0.5 Difference 064 0.00 099 23.52 144 100.00 179 37.64 0 065 27.78 110 65.06 145 21.80 190 9.82 −0.5 066 88.26 111 4.47 146 0.00 191 0.00 −1 067 47.79 112 35.60 147 36.89 192 83.90 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 47.45 113 2.80 148 2.78 193 42.09 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 27.07 114 33.64 149 94.29 194 0.00 dcudescfr12075 0.5 080 15.19 115 33.54 160 0.00 195 22.80 Difference 081 66.06 116 34.05 161 0.00 196 100.00 0 082 31.47 117 8.58 162 87.86 197 86.86 −0.5 083 62.50 118 3.23 163 35.74 198 11.83 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 83.47 164 49.29 199 62.33 Topic Identifier 085 22.33 130 56.58 165 41.67 200 2.27 179 dcu dcudescfr12075 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 39.60 dcudescfr12075 10 docs 33.70 90% 15 docs 30.80 80% 20 docs 28.50 30 docs 24.73 70% 100 docs 13.58 60% 200 docs 8.50 R−Precision 500 docs 3.89 50% 1000 docs 2.07 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 37.93 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0541 Second Quartile 0.3452 Third Quartile 0.5798 Interquartile range 0.5257 Mean 0.3793 Standard Deviation 0.3214 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3793 Std With No Outliers 0.3214 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcudescfr12075 0.5 041 100.00 086 16.67 131 13.41 166 0.00 Difference 0 042 56.58 087 36.84 132 25.00 167 50.00 −0.5 043 0.00 088 64.52 133 3.12 168 38.46 044 0.00 089 39.13 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 51.06 090 11.76 135 75.00 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 7.69 136 100.00 171 33.33 dcudescfr12075 047 26.92 092 31.25 137 33.33 172 0.00 0.5 Difference 048 0.00 093 80.00 138 50.98 173 100.00 0 049 16.67 094 0.00 139 15.56 174 100.00 −0.5 060 26.67 095 37.85 140 62.50 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 35.71 141 100.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 37.50 097 57.14 142 92.31 177 28.57 1 dcudescfr12075 063 52.94 098 88.89 143 25.00 178 0.00 0.5 Difference 064 0.00 099 41.18 144 100.00 179 25.00 0 065 23.08 110 66.67 145 21.43 190 17.65 −0.5 066 84.31 111 0.00 146 0.00 191 0.00 −1 067 47.37 112 33.33 147 50.00 192 73.68 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 52.00 113 0.00 148 0.00 193 31.71 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 36.67 149 80.00 194 0.00 dcudescfr12075 0.5 080 22.58 115 40.00 160 0.00 195 21.05 Difference 081 58.82 116 30.00 161 0.00 196 100.00 0 082 43.75 117 10.71 162 80.00 197 79.39 −0.5 083 50.00 118 0.00 163 36.36 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 77.50 164 51.69 199 51.52 Topic Identifier 085 20.00 130 69.23 165 50.00 200 0.00 180 dcu dcunarrfr1005 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description, narrative Relevant retrieved 2,091 Pooled false Geometric Mean Average Precision 0.1524 french mono Binary Preference (BPREF) 0.4954 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 70.89 dcunarrfr1005 10 65.10 90% 20 59.46 80% 30 54.97 40 49.82 70% 50 47.24 Average Precision 60% 60 43.21 70 39.44 50% 80 36.24 40% 90 29.79 30% 100 23.55 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 45.87 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2049 Second Quartile 0.3891 Third Quartile 0.7031 Interquartile range 0.4982 Mean 0.4587 Standard Deviation 0.3254 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4587 Std With No Outliers 0.3254 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcunarrfr1005 0.5 041 100.00 086 20.40 131 18.66 166 0.00 Difference 0 042 68.29 087 43.90 132 38.11 167 83.33 −0.5 043 100.00 088 60.61 133 33.02 168 30.00 044 25.81 089 42.65 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 58.64 090 10.18 135 70.20 170 33.33 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 9.33 091 11.00 136 100.00 171 18.06 dcunarrfr1005 047 24.76 092 34.17 137 37.14 172 0.00 0.5 Difference 048 7.87 093 100.00 138 70.43 173 100.00 0 049 16.90 094 56.42 139 6.10 174 100.00 −0.5 060 31.71 095 25.16 140 58.69 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 6.87 096 35.13 141 100.00 176 99.50 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 39.72 097 47.06 142 98.97 177 35.30 1 dcunarrfr1005 063 43.71 098 95.35 143 60.10 178 20.59 0.5 Difference 064 0.00 099 29.14 144 100.00 179 31.45 0 065 37.92 110 56.33 145 41.77 190 10.62 −0.5 066 91.10 111 23.74 146 0.00 191 0.00 −1 067 56.95 112 43.51 147 67.51 192 84.02 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 46.11 113 6.99 148 4.33 193 37.30 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 33.22 114 49.90 149 85.29 194 0.00 dcunarrfr1005 0.5 080 16.16 115 33.54 160 0.00 195 49.69 Difference 081 65.59 116 41.12 161 0.00 196 100.00 0 082 9.97 117 26.89 162 83.56 197 89.70 −0.5 083 83.33 118 8.87 163 44.81 198 37.38 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 79.16 164 25.07 199 79.20 Topic Identifier 085 26.80 130 64.69 165 45.00 200 20.72 181 dcu dcunarrfr1005 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 43.20 dcunarrfr1005 10 docs 38.70 90% 15 docs 34.93 80% 20 docs 31.90 30 docs 26.77 70% 100 docs 14.38 60% 200 docs 8.78 R−Precision 500 docs 3.97 50% 1000 docs 2.09 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 44.55 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1771 Second Quartile 0.4248 Third Quartile 0.6349 Interquartile range 0.4578 Mean 0.4455 Standard Deviation 0.3098 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4455 Std With No Outliers 0.3098 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcunarrfr1005 0.5 041 100.00 086 16.67 131 23.17 166 0.00 Difference 0 042 64.47 087 42.11 132 25.00 167 50.00 −0.5 043 100.00 088 51.61 133 31.25 168 38.46 044 33.33 089 52.17 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 48.94 090 11.76 135 67.31 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 7.69 136 100.00 171 33.33 dcunarrfr1005 047 32.69 092 33.33 137 33.33 172 0.00 0.5 Difference 048 14.29 093 100.00 138 58.82 173 100.00 0 049 8.33 094 56.25 139 8.89 174 100.00 −0.5 060 40.00 095 33.90 140 60.94 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 28.57 141 100.00 176 94.74 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 37.50 097 57.14 142 92.31 177 14.29 1 dcunarrfr1005 063 47.06 098 88.89 143 60.71 178 33.33 0.5 Difference 064 0.00 099 41.18 144 100.00 179 12.50 0 065 46.15 110 61.54 145 42.86 190 11.76 −0.5 066 80.39 111 33.33 146 0.00 191 0.00 −1 067 57.89 112 53.33 147 62.50 192 78.95 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 44.00 113 11.11 148 0.00 193 29.27 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 43.75 114 50.00 149 80.00 194 0.00 dcunarrfr1005 0.5 080 16.13 115 20.00 160 0.00 195 47.37 Difference 081 58.82 116 50.00 161 0.00 196 100.00 0 082 18.75 117 28.57 162 76.00 197 81.68 −0.5 083 50.00 118 16.67 163 54.55 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 72.50 164 30.34 199 69.70 Topic Identifier 085 30.00 130 69.23 165 50.00 200 33.33 182 hildesheim uhifrmo2 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 99,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 1,882 Pooled false Geometric Mean Average Precision 0.0625 Lucene stemmer, BRF 15, 30 Binary Preference (BPREF) 0.3319 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 49.45 uhifrmo2 10 42.93 90% 20 40.03 80% 30 36.61 40 34.46 70% 50 31.93 Average Precision 60% 60 29.33 70 25.93 50% 80 22.54 40% 90 17.75 30% 100 14.44 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 29.85 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0375 Second Quartile 0.2029 Third Quartile 0.4821 Interquartile range 0.4445 Mean 0.2985 Standard Deviation 0.3017 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2985 Std With No Outliers 0.3017 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 uhifrmo2 0.5 041 9.90 086 10.90 131 19.49 166 0.00 Difference 0 042 43.16 087 0.25 132 56.67 167 12.80 −0.5 043 0.81 088 59.43 133 1.41 168 14.18 044 22.05 089 46.58 134 16.41 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 25.85 090 0.50 135 11.68 170 9.09 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 1.25 091 5.04 136 100.00 171 35.56 uhifrmo2 047 16.54 092 21.07 137 0.46 172 0.00 0.5 Difference 048 1.62 093 92.50 138 11.71 173 100.00 0 049 0.46 094 60.24 139 4.49 174 100.00 −0.5 060 18.18 095 24.55 140 19.50 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 21.41 096 15.81 141 25.00 176 90.87 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 25.32 097 32.00 142 100.00 177 22.93 1 uhifrmo2 063 22.28 098 8.49 143 21.24 178 6.25 0.5 Difference 064 0.00 099 8.59 144 75.76 179 0.00 0 065 0.26 110 68.82 145 45.80 190 47.73 −0.5 066 88.54 111 2.91 146 0.00 191 0.00 −1 067 53.12 112 48.37 147 2.70 192 48.04 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 49.98 113 7.28 148 2.36 193 41.98 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 45.80 114 38.79 149 82.62 194 0.00 uhifrmo2 0.5 080 8.10 115 53.82 160 0.00 195 6.15 Difference 081 54.34 116 26.61 161 0.00 196 100.00 0 082 39.31 117 0.84 162 54.60 197 84.12 −0.5 083 18.38 118 3.01 163 19.01 198 13.96 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 11.11 119 59.86 164 26.38 199 51.59 Topic Identifier 085 27.46 130 63.31 165 36.67 200 0.80 183 hildesheim uhifrmo2 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 28.20 uhifrmo2 10 docs 26.70 90% 15 docs 25.20 80% 20 docs 23.00 30 docs 20.53 70% 100 docs 11.41 60% 200 docs 7.18 R−Precision 500 docs 3.48 50% 1000 docs 1.88 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 28.45 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.1923 Third Quartile 0.5000 Interquartile range 0.5000 Mean 0.2845 Standard Deviation 0.3033 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.2845 Std With No Outliers 0.3033 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 40 Number of Topics of the Experiment 35 30 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 uhifrmo2 0.5 041 0.00 086 16.67 131 23.17 166 0.00 Difference 0 042 51.32 087 0.00 132 50.00 167 0.00 −0.5 043 0.00 088 58.06 133 6.25 168 15.38 044 16.67 089 52.17 134 0.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 36.17 090 0.00 135 19.23 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 100.00 171 33.33 uhifrmo2 047 19.23 092 25.00 137 0.00 172 0.00 0.5 Difference 048 0.00 093 80.00 138 25.49 173 100.00 0 049 0.00 094 56.25 139 4.44 174 100.00 −0.5 060 26.67 095 32.20 140 27.34 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 25.00 096 7.14 141 0.00 176 78.95 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 37.50 097 28.57 142 100.00 177 0.00 1 uhifrmo2 063 17.65 098 11.11 143 17.86 178 0.00 0.5 Difference 064 0.00 099 11.76 144 66.67 179 0.00 0 065 0.00 110 71.79 145 42.86 190 41.18 −0.5 066 80.39 111 0.00 146 0.00 191 0.00 −1 067 57.89 112 46.67 147 0.00 192 52.63 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 60.00 113 0.00 148 0.00 193 39.02 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 50.00 114 46.67 149 60.00 194 0.00 uhifrmo2 0.5 080 12.90 115 60.00 160 0.00 195 15.79 Difference 081 52.94 116 40.00 161 0.00 196 100.00 0 082 50.00 117 3.57 162 48.00 197 78.63 −0.5 083 0.00 118 0.00 163 27.27 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 58.75 164 30.34 199 48.48 Topic Identifier 085 30.00 130 61.54 165 0.00 200 0.00 184 hildesheim uhifrmo1 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 99,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 1,833 Pooled false Geometric Mean Average Precision 0.0576 Lucene stemmer, BRF 5, 30 Binary Preference (BPREF) 0.3192 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 46.53 uhifrmo1 10 42.06 90% 20 38.84 80% 30 35.91 40 32.77 70% 50 30.43 Average Precision 60% 60 27.64 70 24.17 50% 80 21.02 40% 90 16.96 30% 100 13.55 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 28.50 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0340 Second Quartile 0.1814 Third Quartile 0.4550 Interquartile range 0.4211 Mean 0.2850 Standard Deviation 0.2993 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2850 Std With No Outliers 0.2993 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 uhifrmo1 0.5 041 5.80 086 8.36 131 13.91 166 0.00 Difference 0 042 19.76 087 0.37 132 62.20 167 10.16 −0.5 043 0.81 088 68.63 133 1.77 168 9.24 044 18.48 089 59.47 134 21.78 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 26.99 090 0.35 135 5.25 170 11.11 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 3.48 091 3.58 136 100.00 171 17.50 uhifrmo1 047 12.74 092 19.08 137 0.14 172 0.00 0.5 Difference 048 1.27 093 85.00 138 14.60 173 100.00 0 049 0.46 094 45.72 139 6.44 174 100.00 −0.5 060 17.48 095 24.74 140 16.23 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 4.75 096 12.38 141 25.00 176 82.81 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 41.47 097 25.10 142 100.00 177 31.54 1 uhifrmo1 063 22.28 098 3.66 143 7.50 178 12.96 0.5 Difference 064 0.00 099 4.75 144 63.89 179 0.00 0 065 0.48 110 61.72 145 45.88 190 42.49 −0.5 066 89.61 111 2.66 146 0.00 191 0.00 −1 067 45.29 112 32.17 147 2.96 192 37.48 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 49.80 113 6.40 148 3.31 193 36.78 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 55.25 114 25.07 149 87.62 194 0.00 uhifrmo1 0.5 080 6.67 115 54.34 160 0.00 195 1.22 Difference 081 58.19 116 26.61 161 0.00 196 100.00 0 082 17.80 117 0.54 162 43.61 197 81.64 −0.5 083 36.67 118 2.49 163 15.71 198 50.61 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 33.33 119 42.78 164 21.07 199 56.93 Topic Identifier 085 25.20 130 58.03 165 39.29 200 1.66 185 hildesheim uhifrmo1 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 28.00 uhifrmo1 10 docs 24.70 90% 15 docs 22.73 80% 20 docs 21.20 30 docs 18.20 70% 100 docs 10.48 60% 200 docs 6.70 R−Precision 500 docs 3.31 50% 1000 docs 1.83 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 27.68 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.2033 Third Quartile 0.4721 Interquartile range 0.4721 Mean 0.2768 Standard Deviation 0.3010 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.2768 Std With No Outliers 0.3010 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 40 Number of Topics of the Experiment 35 30 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 uhifrmo1 0.5 041 0.00 086 8.33 131 19.51 166 0.00 Difference 0 042 28.95 087 0.00 132 75.00 167 0.00 −0.5 043 0.00 088 58.06 133 0.00 168 7.69 044 0.00 089 65.22 134 33.33 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 27.66 090 0.00 135 9.62 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 100.00 171 33.33 uhifrmo1 047 21.15 092 27.08 137 0.00 172 0.00 0.5 Difference 048 0.00 093 80.00 138 25.49 173 100.00 0 049 0.00 094 43.75 139 8.89 174 100.00 −0.5 060 27.78 095 34.46 140 25.00 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 0.00 141 0.00 176 84.21 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 50.00 097 14.29 142 100.00 177 28.57 1 uhifrmo1 063 17.65 098 11.11 143 14.29 178 0.00 0.5 Difference 064 0.00 099 5.88 144 66.67 179 0.00 0 065 0.00 110 69.23 145 42.86 190 47.06 −0.5 066 82.35 111 0.00 146 0.00 191 0.00 −1 067 47.37 112 33.33 147 12.50 192 47.37 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 56.00 113 0.00 148 0.00 193 39.02 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 50.00 114 26.67 149 60.00 194 0.00 uhifrmo1 0.5 080 3.23 115 40.00 160 0.00 195 5.26 Difference 081 52.94 116 40.00 161 0.00 196 100.00 0 082 31.25 117 0.00 162 40.00 197 77.10 −0.5 083 0.00 118 0.00 163 9.09 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 43.75 164 29.21 199 48.48 Topic Identifier 085 30.00 130 53.85 165 50.00 200 5.56 186 hildesheim uhifrmo1 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 99,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 1,833 Pooled false Geometric Mean Average Precision 0.0576 Lucene stemmer, BRF 5, 30 Binary Preference (BPREF) 0.3192 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 46.53 uhifrmo1 10 42.06 90% 20 38.84 80% 30 35.91 40 32.77 70% 50 30.43 Average Precision 60% 60 27.64 70 24.17 50% 80 21.02 40% 90 16.96 30% 100 13.55 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 28.50 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0340 Second Quartile 0.1814 Third Quartile 0.4550 Interquartile range 0.4211 Mean 0.2850 Standard Deviation 0.2993 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2850 Std With No Outliers 0.2993 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 uhifrmo1 0.5 041 5.80 086 8.36 131 13.91 166 0.00 Difference 0 042 19.76 087 0.37 132 62.20 167 10.16 −0.5 043 0.81 088 68.63 133 1.77 168 9.24 044 18.48 089 59.47 134 21.78 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 26.99 090 0.35 135 5.25 170 11.11 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 3.48 091 3.58 136 100.00 171 17.50 uhifrmo1 047 12.74 092 19.08 137 0.14 172 0.00 0.5 Difference 048 1.27 093 85.00 138 14.60 173 100.00 0 049 0.46 094 45.72 139 6.44 174 100.00 −0.5 060 17.48 095 24.74 140 16.23 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 4.75 096 12.38 141 25.00 176 82.81 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 41.47 097 25.10 142 100.00 177 31.54 1 uhifrmo1 063 22.28 098 3.66 143 7.50 178 12.96 0.5 Difference 064 0.00 099 4.75 144 63.89 179 0.00 0 065 0.48 110 61.72 145 45.88 190 42.49 −0.5 066 89.61 111 2.66 146 0.00 191 0.00 −1 067 45.29 112 32.17 147 2.96 192 37.48 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 49.80 113 6.40 148 3.31 193 36.78 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 55.25 114 25.07 149 87.62 194 0.00 uhifrmo1 0.5 080 6.67 115 54.34 160 0.00 195 1.22 Difference 081 58.19 116 26.61 161 0.00 196 100.00 0 082 17.80 117 0.54 162 43.61 197 81.64 −0.5 083 36.67 118 2.49 163 15.71 198 50.61 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 33.33 119 42.78 164 21.07 199 56.93 Topic Identifier 085 25.20 130 58.03 165 39.29 200 1.66 187 hildesheim uhifrmo1 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 28.00 uhifrmo1 10 docs 24.70 90% 15 docs 22.73 80% 20 docs 21.20 30 docs 18.20 70% 100 docs 10.48 60% 200 docs 6.70 R−Precision 500 docs 3.31 50% 1000 docs 1.83 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 27.68 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.2033 Third Quartile 0.4721 Interquartile range 0.4721 Mean 0.2768 Standard Deviation 0.3010 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.2768 Std With No Outliers 0.3010 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 40 Number of Topics of the Experiment 35 30 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 uhifrmo1 0.5 041 0.00 086 8.33 131 19.51 166 0.00 Difference 0 042 28.95 087 0.00 132 75.00 167 0.00 −0.5 043 0.00 088 58.06 133 0.00 168 7.69 044 0.00 089 65.22 134 33.33 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 27.66 090 0.00 135 9.62 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 100.00 171 33.33 uhifrmo1 047 21.15 092 27.08 137 0.00 172 0.00 0.5 Difference 048 0.00 093 80.00 138 25.49 173 100.00 0 049 0.00 094 43.75 139 8.89 174 100.00 −0.5 060 27.78 095 34.46 140 25.00 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 0.00 141 0.00 176 84.21 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 50.00 097 14.29 142 100.00 177 28.57 1 uhifrmo1 063 17.65 098 11.11 143 14.29 178 0.00 0.5 Difference 064 0.00 099 5.88 144 66.67 179 0.00 0 065 0.00 110 69.23 145 42.86 190 47.06 −0.5 066 82.35 111 0.00 146 0.00 191 0.00 −1 067 47.37 112 33.33 147 12.50 192 47.37 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 56.00 113 0.00 148 0.00 193 39.02 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 50.00 114 26.67 149 60.00 194 0.00 uhifrmo1 0.5 080 3.23 115 40.00 160 0.00 195 5.26 Difference 081 52.94 116 40.00 161 0.00 196 100.00 0 082 31.25 117 0.00 162 40.00 197 77.10 −0.5 083 0.00 118 0.00 163 9.09 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 43.75 164 29.21 199 48.48 Topic Identifier 085 30.00 130 53.85 165 50.00 200 5.56 188 hummingbird humFR06Rtde AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 2,032 Pooled false Geometric Mean Average Precision 0.1490 same as humFR06Rtd except expansion from blind Binary Preference (BPREF) 0.4818 feedback also used Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 70.48 humFR06Rtde 10 63.94 90% 20 59.37 80% 30 54.50 40 49.57 70% 50 47.13 Average Precision 60% 60 43.83 70 39.26 50% 80 35.08 40% 90 29.35 30% 100 23.65 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 45.43 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2201 Second Quartile 0.4430 Third Quartile 0.6629 Interquartile range 0.4429 Mean 0.4543 Standard Deviation 0.3145 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4543 Std With No Outliers 0.3145 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humFR06Rtde 0.5 041 100.00 086 18.71 131 35.52 166 0.00 Difference 0 042 52.15 087 45.81 132 51.60 167 83.33 −0.5 043 100.00 088 67.43 133 31.08 168 24.09 044 19.60 089 46.66 134 86.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 43.01 090 13.18 135 62.90 170 33.33 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.67 091 12.72 136 100.00 171 22.56 humFR06Rtde 047 29.22 092 30.15 137 9.78 172 0.00 0.5 Difference 048 1.51 093 100.00 138 45.53 173 100.00 0 049 22.18 094 56.05 139 25.72 174 100.00 −0.5 060 32.53 095 26.17 140 65.61 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 6.85 096 36.82 141 50.00 176 97.69 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 58.34 097 28.14 142 100.00 177 66.98 1 humFR06Rtde 063 51.40 098 93.61 143 46.73 178 46.67 0.5 Difference 064 0.00 099 21.83 144 100.00 179 20.21 0 065 30.19 110 57.72 145 28.39 190 38.00 −0.5 066 94.22 111 3.54 146 0.00 191 0.00 −1 067 44.85 112 45.02 147 43.54 192 71.81 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 35.51 113 2.00 148 6.55 193 48.52 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 43.46 114 45.08 149 100.00 194 0.00 humFR06Rtde 0.5 080 14.64 115 62.75 160 0.00 195 33.29 Difference 081 67.50 116 43.75 161 0.00 196 100.00 0 082 89.13 117 26.83 162 76.63 197 85.14 −0.5 083 58.33 118 10.52 163 54.06 198 45.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 81.49 164 39.54 199 83.89 Topic Identifier 085 34.13 130 63.93 165 45.00 200 5.12 189 hummingbird humFR06Rtde AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 46.40 humFR06Rtde 10 docs 39.10 90% 15 docs 35.27 80% 20 docs 31.85 30 docs 26.93 70% 100 docs 14.55 60% 200 docs 9.02 R−Precision 500 docs 4.00 50% 1000 docs 2.03 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 42.77 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1716 Second Quartile 0.4089 Third Quartile 0.6283 Interquartile range 0.4567 Mean 0.4277 Standard Deviation 0.3109 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4277 Std With No Outliers 0.3109 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humFR06Rtde 0.5 041 100.00 086 13.89 131 37.80 166 0.00 Difference 0 042 51.32 087 57.89 132 25.00 167 50.00 −0.5 043 100.00 088 54.84 133 37.50 168 30.77 044 16.67 089 52.17 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 44.68 090 17.65 135 65.38 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 14.29 091 23.08 136 100.00 171 33.33 humFR06Rtde 047 28.85 092 35.42 137 0.00 172 0.00 0.5 Difference 048 0.00 093 100.00 138 45.10 173 100.00 0 049 33.33 094 62.50 139 28.89 174 100.00 −0.5 060 41.11 095 40.68 140 63.28 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 35.71 141 0.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 62.50 097 42.86 142 100.00 177 57.14 1 humFR06Rtde 063 58.82 098 77.78 143 46.43 178 33.33 0.5 Difference 064 0.00 099 35.29 144 100.00 179 12.50 0 065 23.08 110 66.67 145 21.43 190 47.06 −0.5 066 86.27 111 0.00 146 0.00 191 0.00 −1 067 52.63 112 46.67 147 25.00 192 63.16 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 36.00 113 0.00 148 0.00 193 41.46 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 43.75 114 40.00 149 100.00 194 0.00 humFR06Rtde 0.5 080 9.68 115 60.00 160 0.00 195 36.84 Difference 081 58.82 116 40.00 161 0.00 196 100.00 0 082 81.25 117 25.00 162 76.00 197 75.57 −0.5 083 50.00 118 16.67 163 45.45 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 73.75 164 37.08 199 69.70 Topic Identifier 085 43.33 130 69.23 165 50.00 200 0.00 190 hummingbird humFR06Rtd AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 2,027 Pooled false Geometric Mean Average Precision 0.1317 plain SearchServer stemming run Binary Preference (BPREF) 0.4467 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 68.95 humFR06Rtd 10 62.58 90% 20 56.73 80% 30 51.29 40 46.72 70% 50 43.33 Average Precision 60% 60 39.42 70 35.65 50% 80 32.39 40% 90 27.34 30% 100 22.90 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 42.74 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1861 Second Quartile 0.3474 Third Quartile 0.6445 Interquartile range 0.4584 Mean 0.4274 Standard Deviation 0.3318 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4274 Std With No Outliers 0.3318 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humFR06Rtd 0.5 041 100.00 086 17.83 131 34.99 166 0.00 Difference 0 042 45.01 087 40.38 132 39.09 167 83.33 −0.5 043 100.00 088 66.99 133 13.19 168 19.25 044 24.79 089 43.56 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 48.70 090 12.01 135 41.66 170 33.33 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 4.91 091 7.18 136 100.00 171 23.81 humFR06Rtd 047 19.81 092 28.10 137 5.97 172 0.00 0.5 Difference 048 1.81 093 96.67 138 30.01 173 100.00 0 049 19.74 094 57.38 139 21.63 174 98.21 −0.5 060 32.08 095 21.13 140 57.75 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 5.10 096 30.68 141 100.00 176 92.58 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 56.11 097 20.26 142 99.45 177 56.76 1 humFR06Rtd 063 35.73 098 92.80 143 42.82 178 41.67 0.5 Difference 064 0.00 099 17.97 144 100.00 179 25.84 0 065 23.71 110 60.15 145 19.73 190 25.60 −0.5 066 94.71 111 2.17 146 0.00 191 0.00 −1 067 32.29 112 41.26 147 40.91 192 49.67 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 23.33 113 1.96 148 9.27 193 51.71 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 33.81 114 34.49 149 87.62 194 0.00 humFR06Rtd 0.5 080 14.87 115 56.37 160 0.00 195 13.96 Difference 081 61.90 116 37.74 161 0.00 196 100.00 0 082 77.06 117 24.92 162 77.17 197 86.73 −0.5 083 100.00 118 8.59 163 53.90 198 22.66 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 74.66 164 21.94 199 80.54 Topic Identifier 085 24.47 130 60.24 165 41.67 200 1.96 191 hummingbird humFR06Rtd AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 44.00 humFR06Rtd 10 docs 37.50 90% 15 docs 33.40 80% 20 docs 28.90 30 docs 24.33 70% 100 docs 13.01 60% 200 docs 8.24 R−Precision 500 docs 3.79 50% 1000 docs 2.03 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 41.97 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1716 Second Quartile 0.3594 Third Quartile 0.6259 Interquartile range 0.4543 Mean 0.4197 Standard Deviation 0.3097 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4197 Std With No Outliers 0.3097 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humFR06Rtd 0.5 041 100.00 086 16.67 131 36.59 166 0.00 Difference 0 042 42.11 087 52.63 132 25.00 167 50.00 −0.5 043 100.00 088 58.06 133 18.75 168 23.08 044 16.67 089 52.17 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 53.19 090 17.65 135 44.23 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 14.29 091 15.38 136 100.00 171 33.33 humFR06Rtd 047 23.08 092 31.25 137 0.00 172 0.00 0.5 Difference 048 0.00 093 80.00 138 33.33 173 100.00 0 049 33.33 094 68.75 139 28.89 174 85.71 −0.5 060 38.89 095 31.07 140 55.47 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 28.57 141 100.00 176 84.21 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 50.00 097 28.57 142 92.31 177 42.86 1 humFR06Rtd 063 35.29 098 77.78 143 32.14 178 33.33 0.5 Difference 064 0.00 099 41.18 144 100.00 179 25.00 0 065 23.08 110 69.23 145 14.29 190 29.41 −0.5 066 88.24 111 0.00 146 0.00 191 0.00 −1 067 42.11 112 46.67 147 37.50 192 52.63 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 28.00 113 0.00 148 0.00 193 46.34 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 43.75 114 33.33 149 60.00 194 0.00 humFR06Rtd 0.5 080 16.13 115 40.00 160 0.00 195 15.79 Difference 081 58.82 116 50.00 161 0.00 196 100.00 0 082 68.75 117 25.00 162 76.00 197 83.97 −0.5 083 100.00 118 16.67 163 63.64 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 68.75 164 22.47 199 72.73 Topic Identifier 085 33.33 130 61.54 165 50.00 200 0.00 192 reina reinaFRtdtest AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 2,088 Pooled false Geometric Mean Average Precision 0.1432 local expansion with term windows, title+desc Binary Preference (BPREF) 0.4708 fields Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 69.53 reinaFRtdtest 10 62.23 90% 20 58.20 80% 30 54.47 40 49.51 70% 50 46.32 Average Precision 60% 60 42.33 70 37.27 50% 80 33.26 40% 90 27.75 30% 100 22.44 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 44.58 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1818 Second Quartile 0.4108 Third Quartile 0.6787 Interquartile range 0.4970 Mean 0.4458 Standard Deviation 0.3292 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4458 Std With No Outliers 0.3292 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaFRtdtest 0.5 041 100.00 086 18.88 131 32.31 166 0.00 Difference 0 042 46.01 087 54.73 132 47.50 167 64.29 −0.5 043 100.00 088 69.08 133 9.10 168 26.86 044 13.55 089 49.00 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 47.93 090 13.34 135 55.54 170 20.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 8.50 091 5.25 136 100.00 171 18.73 reinaFRtdtest 047 20.41 092 27.58 137 11.94 172 0.00 0.5 Difference 048 1.94 093 100.00 138 22.16 173 100.00 0 049 23.68 094 59.36 139 23.46 174 100.00 −0.5 060 20.41 095 27.96 140 66.45 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 3.31 096 38.80 141 100.00 176 98.04 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 69.26 097 28.86 142 98.56 177 25.31 1 reinaFRtdtest 063 40.04 098 85.62 143 33.02 178 66.67 0.5 Difference 064 0.00 099 12.19 144 100.00 179 23.26 0 065 28.01 110 55.15 145 51.10 190 22.20 −0.5 066 89.46 111 17.63 146 0.00 191 0.00 −1 067 43.35 112 42.06 147 48.08 192 61.07 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 17.08 113 6.81 148 6.88 193 49.29 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 43.16 114 33.33 149 92.67 194 0.00 reinaFRtdtest 0.5 080 13.75 115 53.57 160 0.00 195 40.63 Difference 081 64.73 116 32.42 161 0.00 196 100.00 0 082 82.14 117 32.39 162 79.98 197 84.05 −0.5 083 100.00 118 7.26 163 46.53 198 47.15 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 81.03 164 41.54 199 74.09 Topic Identifier 085 31.34 130 62.80 165 45.00 200 9.37 193 reina reinaFRtdtest AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 44.00 reinaFRtdtest 10 docs 37.40 90% 15 docs 33.67 80% 20 docs 30.20 30 docs 25.83 70% 100 docs 13.81 60% 200 docs 8.49 R−Precision 500 docs 3.94 50% 1000 docs 2.09 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 44.23 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2265 Second Quartile 0.4277 Third Quartile 0.6202 Interquartile range 0.3937 Mean 0.4423 Standard Deviation 0.3091 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4423 Std With No Outliers 0.3091 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaFRtdtest 0.5 041 100.00 086 16.67 131 42.68 166 0.00 Difference 0 042 44.74 087 52.63 132 50.00 167 50.00 −0.5 043 100.00 088 54.84 133 21.88 168 30.77 044 0.00 089 43.48 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 46.81 090 23.53 135 59.62 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 14.29 091 7.69 136 100.00 171 33.33 reinaFRtdtest 047 23.08 092 35.42 137 33.33 172 0.00 0.5 Difference 048 0.00 093 100.00 138 25.49 173 100.00 0 049 33.33 094 56.25 139 31.11 174 100.00 −0.5 060 31.11 095 35.59 140 63.28 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 50.00 141 100.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 62.50 097 28.57 142 92.31 177 28.57 1 reinaFRtdtest 063 47.06 098 77.78 143 28.57 178 66.67 0.5 Difference 064 0.00 099 17.65 144 100.00 179 12.50 0 065 30.77 110 61.54 145 42.86 190 29.41 −0.5 066 82.35 111 16.67 146 0.00 191 0.00 −1 067 47.37 112 46.67 147 50.00 192 57.89 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 24.00 113 0.00 148 0.00 193 46.34 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 43.75 114 36.67 149 80.00 194 0.00 reinaFRtdtest 0.5 080 12.90 115 40.00 160 0.00 195 47.37 Difference 081 58.82 116 40.00 161 0.00 196 100.00 0 082 75.00 117 28.57 162 76.00 197 76.34 −0.5 083 100.00 118 16.67 163 36.36 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 77.50 164 46.07 199 57.58 Topic Identifier 085 33.33 130 61.54 165 50.00 200 22.22 194 reina reinaFRttest AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title Relevant retrieved 2,073 Pooled false Geometric Mean Average Precision 0.1404 local expansion with term windows, only title field Binary Preference (BPREF) 0.4668 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 70.06 reinaFRttest 10 62.31 90% 20 58.52 80% 30 52.76 40 47.42 70% 50 44.69 Average Precision 60% 60 41.36 70 37.12 50% 80 33.75 40% 90 27.98 30% 100 23.44 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 44.15 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1633 Second Quartile 0.3782 Third Quartile 0.6626 Interquartile range 0.4993 Mean 0.4415 Standard Deviation 0.3307 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4415 Std With No Outliers 0.3307 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaFRttest 0.5 041 100.00 086 18.31 131 30.83 166 0.00 Difference 0 042 46.02 087 49.12 132 66.67 167 83.33 −0.5 043 100.00 088 65.49 133 9.01 168 22.32 044 15.99 089 50.70 134 83.33 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 51.24 090 11.75 135 49.27 170 16.67 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 8.39 091 4.49 136 100.00 171 15.37 reinaFRttest 047 20.91 092 29.55 137 12.06 172 0.00 0.5 Difference 048 2.14 093 100.00 138 23.92 173 100.00 0 049 24.46 094 65.13 139 20.93 174 100.00 −0.5 060 20.14 095 28.02 140 60.64 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 5.16 096 37.32 141 100.00 176 97.89 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 64.50 097 29.62 142 98.97 177 43.93 1 reinaFRttest 063 39.98 098 95.00 143 34.71 178 55.56 0.5 Difference 064 0.00 099 12.97 144 100.00 179 22.04 0 065 27.50 110 54.79 145 41.14 190 22.41 −0.5 066 90.44 111 18.45 146 0.00 191 0.00 −1 067 32.46 112 40.89 147 35.95 192 54.17 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 14.55 113 6.32 148 6.14 193 50.18 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 45.24 114 34.18 149 92.67 194 0.00 reinaFRttest 0.5 080 13.91 115 52.64 160 0.00 195 37.87 Difference 081 65.85 116 33.12 161 0.00 196 100.00 0 082 69.02 117 30.98 162 82.28 197 85.29 −0.5 083 100.00 118 5.93 163 45.33 198 36.64 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 77.96 164 41.07 199 75.78 Topic Identifier 085 37.77 130 63.05 165 45.00 200 3.73 195 reina reinaFRttest AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 44.00 reinaFRttest 10 docs 36.60 90% 15 docs 32.27 80% 20 docs 29.20 30 docs 25.40 70% 100 docs 13.80 60% 200 docs 8.37 R−Precision 500 docs 3.93 50% 1000 docs 2.07 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 43.52 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1882 Second Quartile 0.3890 Third Quartile 0.6387 Interquartile range 0.4505 Mean 0.4352 Standard Deviation 0.3160 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4352 Std With No Outliers 0.3160 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaFRttest 0.5 041 100.00 086 16.67 131 37.80 166 0.00 Difference 0 042 44.74 087 47.37 132 50.00 167 50.00 −0.5 043 100.00 088 54.84 133 21.88 168 30.77 044 0.00 089 43.48 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 51.06 090 17.65 135 53.85 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 14.29 091 7.69 136 100.00 171 0.00 reinaFRttest 047 28.85 092 35.42 137 33.33 172 0.00 0.5 Difference 048 0.00 093 100.00 138 25.49 173 100.00 0 049 33.33 094 62.50 139 26.67 174 100.00 −0.5 060 30.00 095 36.72 140 55.47 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 42.86 141 100.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 62.50 097 42.86 142 92.31 177 28.57 1 reinaFRttest 063 47.06 098 77.78 143 32.14 178 66.67 0.5 Difference 064 0.00 099 17.65 144 100.00 179 25.00 0 065 30.77 110 64.10 145 35.71 190 35.29 −0.5 066 82.35 111 16.67 146 0.00 191 0.00 −1 067 36.84 112 40.00 147 50.00 192 57.89 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.00 113 0.00 148 0.00 193 46.34 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 36.67 149 80.00 194 0.00 reinaFRttest 0.5 080 16.13 115 40.00 160 0.00 195 36.84 Difference 081 70.59 116 40.00 161 0.00 196 100.00 0 082 75.00 117 25.00 162 76.00 197 79.39 −0.5 083 100.00 118 0.00 163 54.55 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 75.00 164 46.07 199 63.64 Topic Identifier 085 36.67 130 53.85 165 50.00 200 0.00 196 unine UniNEfrr1 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 2,122 Pooled false Geometric Mean Average Precision 0.1502 data fusion of Okapi, DFR & LM Binary Preference (BPREF) 0.4980 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 70.05 UniNEfrr1 10 64.03 90% 20 59.40 80% 30 54.84 40 51.24 70% 50 49.00 Average Precision 60% 60 45.87 70 42.08 50% 80 39.95 40% 90 34.97 30% 100 28.29 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 47.57 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1981 Second Quartile 0.4335 Third Quartile 0.7863 Interquartile range 0.5882 Mean 0.4757 Standard Deviation 0.3357 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4757 Std With No Outliers 0.3357 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 UniNEfrr1 0.5 041 100.00 086 19.87 131 38.70 166 0.00 Difference 0 042 48.64 087 43.35 132 43.86 167 100.00 −0.5 043 100.00 088 76.12 133 20.08 168 20.89 044 35.85 089 63.24 134 86.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 56.22 090 11.78 135 83.47 170 50.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 9.12 091 1.10 136 100.00 171 19.74 UniNEfrr1 047 13.19 092 37.65 137 19.76 172 0.00 0.5 Difference 048 1.33 093 100.00 138 56.93 173 100.00 0 049 14.74 094 65.86 139 19.20 174 100.00 −0.5 060 24.95 095 26.89 140 72.64 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 5.91 096 27.30 141 100.00 176 98.56 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 39.11 097 43.55 142 100.00 177 37.35 1 UniNEfrr1 063 50.92 098 94.60 143 34.34 178 40.26 0.5 Difference 064 0.00 099 24.09 144 100.00 179 27.50 0 065 26.84 110 63.87 145 34.53 190 44.30 −0.5 066 88.05 111 6.80 146 0.00 191 0.00 −1 067 48.57 112 43.34 147 48.42 192 87.67 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 43.23 113 2.30 148 4.04 193 42.36 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 44.11 114 59.98 149 78.62 194 0.00 UniNEfrr1 0.5 080 14.03 115 69.27 160 0.00 195 51.00 Difference 081 66.15 116 28.21 161 0.00 196 100.00 0 082 92.28 117 25.77 162 78.71 197 85.74 −0.5 083 100.00 118 10.20 163 48.26 198 39.74 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 86.42 164 51.91 199 78.65 Topic Identifier 085 30.42 130 71.96 165 41.67 200 13.89 197 unine UniNEfrr1 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 43.20 UniNEfrr1 10 docs 37.80 90% 15 docs 34.20 80% 20 docs 31.55 30 docs 27.43 70% 100 docs 14.82 60% 200 docs 9.22 R−Precision 500 docs 4.12 50% 1000 docs 2.12 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 45.45 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1716 Second Quartile 0.4202 Third Quartile 0.7235 Interquartile range 0.5519 Mean 0.4545 Standard Deviation 0.3380 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4545 Std With No Outliers 0.3380 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 UniNEfrr1 0.5 041 100.00 086 16.67 131 36.59 166 0.00 Difference 0 042 51.32 087 47.37 132 25.00 167 100.00 −0.5 043 100.00 088 67.74 133 31.25 168 15.38 044 33.33 089 60.87 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 51.06 090 17.65 135 78.85 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 100.00 171 33.33 UniNEfrr1 047 9.62 092 45.83 137 0.00 172 0.00 0.5 Difference 048 0.00 093 100.00 138 54.90 173 100.00 0 049 25.00 094 75.00 139 11.11 174 100.00 −0.5 060 35.56 095 38.98 140 65.62 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 21.43 141 100.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 62.50 097 28.57 142 100.00 177 28.57 1 UniNEfrr1 063 58.82 098 88.89 143 42.86 178 33.33 0.5 Difference 064 0.00 099 23.53 144 100.00 179 25.00 0 065 23.08 110 69.23 145 28.57 190 41.18 −0.5 066 76.47 111 0.00 146 0.00 191 0.00 −1 067 57.89 112 40.00 147 50.00 192 78.95 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 48.00 113 0.00 148 0.00 193 36.59 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 43.75 114 60.00 149 80.00 194 0.00 UniNEfrr1 0.5 080 9.68 115 60.00 160 0.00 195 47.37 Difference 081 58.82 116 30.00 161 0.00 196 100.00 0 082 87.50 117 25.00 162 80.00 197 78.63 −0.5 083 100.00 118 0.00 163 36.36 198 33.33 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 100.00 119 80.00 164 55.06 199 69.70 Topic Identifier 085 26.67 130 69.23 165 50.00 200 16.67 198 unine UniNEfrr3 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title, description Relevant retrieved 1,949 Pooled false Geometric Mean Average Precision 0.1163 DFR (with Yahoo) Binary Preference (BPREF) 0.4439 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 63.24 UniNEfrr3 10 57.65 90% 20 53.31 80% 30 50.29 40 47.13 70% 50 45.08 Average Precision 60% 60 42.38 70 35.52 50% 80 32.77 40% 90 26.69 30% 100 21.93 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 41.92 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1210 Second Quartile 0.3946 Third Quartile 0.6711 Interquartile range 0.5501 Mean 0.4192 Standard Deviation 0.3242 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4192 Std With No Outliers 0.3242 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 UniNEfrr3 0.5 041 100.00 086 21.06 131 32.35 166 0.00 Difference 0 042 52.78 087 42.15 132 43.47 167 50.00 −0.5 043 100.00 088 47.90 133 6.72 168 38.95 044 9.46 089 77.69 134 83.33 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 48.04 090 11.70 135 1.43 170 12.50 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 6.43 091 0.22 136 100.00 171 44.00 UniNEfrr3 047 18.33 092 25.71 137 34.55 172 0.00 0.5 Difference 048 0.80 093 94.29 138 34.74 173 100.00 0 049 13.90 094 76.56 139 18.79 174 100.00 −0.5 060 0.24 095 11.37 140 59.81 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 52.54 096 25.27 141 50.00 176 97.53 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 29.55 097 33.25 142 99.45 177 31.55 1 UniNEfrr3 063 41.93 098 93.61 143 45.68 178 67.11 0.5 Difference 064 0.00 099 24.64 144 80.95 179 46.38 0 065 24.39 110 67.11 145 39.22 190 65.22 −0.5 066 90.33 111 6.44 146 0.00 191 0.00 −1 067 50.99 112 40.39 147 41.26 192 90.61 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 55.81 113 3.16 148 2.93 193 39.69 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 55.08 114 21.58 149 87.62 194 0.00 UniNEfrr3 0.5 080 14.72 115 56.29 160 0.00 195 5.69 Difference 081 67.70 116 53.91 161 0.00 196 100.00 0 082 83.02 117 4.74 162 63.93 197 80.81 −0.5 083 22.22 118 71.37 163 22.23 198 67.54 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 33.33 119 10.46 164 19.72 199 74.62 Topic Identifier 085 28.30 130 60.98 165 29.17 200 0.85 199 unine UniNEfrr3 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 40.00 UniNEfrr3 10 docs 33.40 90% 15 docs 30.20 80% 20 docs 27.25 30 docs 23.43 70% 100 docs 12.28 60% 200 docs 7.69 R−Precision 500 docs 3.62 50% 1000 docs 1.95 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 38.77 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0222 Second Quartile 0.3798 Third Quartile 0.6435 Interquartile range 0.6213 Mean 0.3877 Standard Deviation 0.3193 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3877 Std With No Outliers 0.3193 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 UniNEfrr3 0.5 041 100.00 086 27.78 131 35.37 166 0.00 Difference 0 042 56.58 087 47.37 132 25.00 167 50.00 −0.5 043 100.00 088 54.84 133 15.62 168 38.46 044 0.00 089 65.22 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 42.55 090 11.76 135 0.00 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 100.00 171 33.33 UniNEfrr3 047 21.15 092 29.17 137 33.33 172 0.00 0.5 Difference 048 0.00 093 80.00 138 39.22 173 100.00 0 049 16.67 094 56.25 139 2.22 174 100.00 −0.5 060 2.22 095 18.64 140 59.38 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 41.67 096 14.29 141 0.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 37.50 097 42.86 142 92.31 177 42.86 1 UniNEfrr3 063 47.06 098 77.78 143 50.00 178 66.67 0.5 Difference 064 0.00 099 35.29 144 66.67 179 50.00 0 065 15.38 110 69.23 145 35.71 190 64.71 −0.5 066 84.31 111 0.00 146 0.00 191 0.00 −1 067 52.63 112 40.00 147 50.00 192 84.21 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 60.00 113 0.00 148 0.00 193 31.71 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 50.00 114 36.67 149 60.00 194 0.00 UniNEfrr3 0.5 080 12.90 115 80.00 160 0.00 195 0.00 Difference 081 52.94 116 40.00 161 0.00 196 100.00 0 082 81.25 117 10.71 162 64.00 197 71.76 −0.5 083 0.00 118 66.67 163 27.27 198 66.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 13.75 164 16.85 199 66.67 Topic Identifier 085 26.67 130 61.54 165 0.00 200 0.00 200 unine UniNEfrr2 AH-ROBUST-MONO-FR-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,190 Topic Fields title Relevant retrieved 1,921 Pooled false Geometric Mean Average Precision 0.0938 data fusion of DFR, LM & Okapi Binary Preference (BPREF) 0.4344 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual French track − Interpolated Recall vs Average Precision 100% 0 59.07 UniNEfrr2 10 56.12 90% 20 51.64 80% 30 47.57 40 42.73 70% 50 41.53 Average Precision 60% 60 39.04 70 34.41 50% 80 31.55 40% 90 27.36 30% 100 22.20 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 40.00 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1190 Second Quartile 0.3821 Third Quartile 0.6577 Interquartile range 0.5387 Mean 0.4000 Standard Deviation 0.3289 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4000 Std With No Outliers 0.3289 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 UniNEfrr2 0.5 041 100.00 086 19.85 131 19.32 166 0.00 Difference 0 042 52.05 087 45.87 132 48.07 167 45.00 −0.5 043 1.10 088 67.66 133 7.83 168 20.44 044 14.44 089 55.88 134 67.33 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 63.29 090 7.94 135 1.12 170 5.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 11.79 091 0.08 136 100.00 171 43.13 UniNEfrr2 047 13.88 092 23.55 137 26.19 172 0.00 0.5 Difference 048 0.32 093 100.00 138 58.36 173 100.00 0 049 19.41 094 71.81 139 19.39 174 100.00 −0.5 060 0.00 095 12.01 140 25.54 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 19.20 096 27.02 141 10.00 176 95.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 19.14 097 42.00 142 99.45 177 22.70 1 UniNEfrr2 063 51.46 098 94.60 143 19.59 178 40.89 0.5 Difference 064 0.00 099 23.79 144 80.95 179 30.04 0 065 23.26 110 65.43 145 44.34 190 48.55 −0.5 066 93.80 111 1.25 146 0.00 191 0.00 −1 067 58.20 112 44.85 147 40.77 192 92.84 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 51.60 113 2.86 148 2.99 193 48.44 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 34.37 114 13.40 149 90.29 194 0.00 UniNEfrr2 0.5 080 13.79 115 66.12 160 0.00 195 38.67 Difference 081 46.48 116 38.62 161 0.00 196 100.00 0 082 77.73 117 0.94 162 37.80 197 80.53 −0.5 083 100.00 118 9.81 163 24.28 198 69.52 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 83.86 164 59.76 199 68.95 Topic Identifier 085 20.04 130 67.18 165 45.00 200 0.05 201 unine UniNEfrr2 AH-ROBUST-MONO-FR-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual French track − Retrieved documents vs Precision 100% 5 docs 37.00 UniNEfrr2 10 docs 32.20 90% 15 docs 29.33 80% 20 docs 26.55 30 docs 23.47 70% 100 docs 12.69 60% 200 docs 7.84 R−Precision 500 docs 3.60 50% 1000 docs 1.92 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 38.34 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual French track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0972 Second Quartile 0.3333 Third Quartile 0.6155 Interquartile range 0.5183 Mean 0.3834 Standard Deviation 0.3232 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3834 Std With No Outliers 0.3232 Ad−Hoc Robust Monolingual French track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 UniNEfrr2 0.5 041 100.00 086 22.22 131 29.27 166 0.00 Difference 0 042 51.32 087 52.63 132 25.00 167 50.00 −0.5 043 0.00 088 58.06 133 12.50 168 30.77 044 0.00 089 52.17 134 66.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 48.94 090 11.76 135 0.00 170 0.00 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 14.29 091 0.00 136 100.00 171 33.33 UniNEfrr2 047 17.31 092 27.08 137 33.33 172 0.00 0.5 Difference 048 0.00 093 100.00 138 54.90 173 100.00 0 049 25.00 094 62.50 139 11.11 174 100.00 −0.5 060 0.00 095 22.03 140 27.34 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.33 096 28.57 141 0.00 176 89.47 Topic Identifier Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 25.00 097 42.86 142 92.31 177 28.57 1 UniNEfrr2 063 52.94 098 88.89 143 17.86 178 33.33 0.5 Difference 064 0.00 099 35.29 144 66.67 179 37.50 0 065 23.08 110 69.23 145 35.71 190 41.18 −0.5 066 86.27 111 0.00 146 0.00 191 0.00 −1 067 63.16 112 33.33 147 50.00 192 78.95 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 48.00 113 0.00 148 0.00 193 43.90 Ad−Hoc Robust Monolingual French track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 37.50 114 16.67 149 80.00 194 0.00 UniNEfrr2 0.5 080 12.90 115 80.00 160 0.00 195 36.84 Difference 081 47.06 116 30.00 161 0.00 196 100.00 0 082 87.50 117 0.00 162 44.00 197 76.34 −0.5 083 100.00 118 0.00 163 27.27 198 66.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 77.50 164 57.30 199 60.61 Topic Identifier 085 16.67 130 69.23 165 50.00 200 0.00 202 colesir CoLesIRitTst AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description Relevant retrieved 1,758 Pooled false Geometric Mean Average Precision 0.0823 robust monolingual IT - TEST; automatic; TD Binary Preference (BPREF) 0.3638 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 61.40 CoLesIRitTst 10 52.75 90% 20 45.71 80% 30 40.23 40 35.97 70% 50 33.01 Average Precision 60% 60 28.36 70 24.94 50% 80 21.38 40% 90 17.71 30% 100 13.03 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 32.23 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0774 Second Quartile 0.2805 Third Quartile 0.4818 Interquartile range 0.4045 Mean 0.3223 Standard Deviation 0.2706 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3223 Std With No Outliers 0.2706 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 CoLesIRitTst 0.5 041 37.99 086 16.45 131 6.15 166 0.15 Difference 0 042 33.48 087 43.73 132 45.42 167 58.33 −0.5 043 0.00 088 41.73 133 19.78 168 7.59 044 14.58 089 76.19 134 96.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 12.25 090 11.73 135 45.43 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 11.89 091 18.63 136 57.92 171 23.44 CoLesIRitTst 047 2.54 092 21.12 137 30.21 172 0.00 0.5 Difference 048 7.89 093 65.71 138 35.40 173 64.29 0 049 16.15 094 51.50 139 7.20 174 69.12 −0.5 060 16.39 095 3.06 140 28.21 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 28.67 096 11.89 141 96.83 176 50.63 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 38.49 097 68.38 142 90.32 177 26.65 1 CoLesIRitTst 063 45.37 098 75.36 143 43.27 178 28.63 0.5 Difference 064 0.00 099 24.19 144 0.00 179 21.99 0 065 30.35 110 83.10 145 100.00 190 34.58 −0.5 066 68.03 111 6.40 146 0.00 191 0.00 −1 067 27.19 112 52.52 147 6.87 192 55.76 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 29.99 113 7.55 148 6.12 193 17.08 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 6.52 114 28.26 149 26.87 194 39.41 CoLesIRitTst 0.5 080 17.60 115 27.89 160 0.00 195 45.32 Difference 081 34.44 116 35.99 161 1.32 196 100.00 0 082 56.26 117 43.32 162 51.94 197 45.73 −0.5 083 18.33 118 21.71 163 21.76 198 6.66 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 66.28 164 4.66 199 53.12 Topic Identifier 085 50.87 130 30.73 165 100.00 200 13.89 203 colesir CoLesIRitTst AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 36.40 CoLesIRitTst 10 docs 31.60 90% 15 docs 27.93 80% 20 docs 25.50 30 docs 21.83 70% 100 docs 11.14 60% 200 docs 6.91 R−Precision 500 docs 3.25 50% 1000 docs 1.76 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 32.06 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0869 Second Quartile 0.3101 Third Quartile 0.4662 Interquartile range 0.3793 Mean 0.3206 Standard Deviation 0.2601 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3206 Std With No Outliers 0.2601 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 CoLesIRitTst 0.5 041 42.86 086 22.58 131 12.20 166 0.00 Difference 0 042 39.76 087 30.00 132 33.33 167 50.00 −0.5 043 0.00 088 46.67 133 31.25 168 9.38 044 0.00 089 73.08 134 80.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 11.90 090 33.33 135 49.35 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 12.50 091 25.00 136 66.67 171 28.57 CoLesIRitTst 047 0.00 092 19.44 137 25.00 172 0.00 0.5 Difference 048 8.00 093 77.78 138 30.77 173 50.00 0 049 24.14 094 40.00 139 6.25 174 62.50 −0.5 060 25.35 095 7.14 140 34.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 37.50 096 0.00 141 85.71 176 43.75 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 46.15 097 50.00 142 85.71 177 33.33 1 CoLesIRitTst 063 50.00 098 75.00 143 46.15 178 25.00 0.5 Difference 064 0.00 099 30.77 144 0.00 179 27.50 0 065 33.33 110 78.26 145 100.00 190 33.33 −0.5 066 59.46 111 0.00 146 0.00 191 0.00 −1 067 29.41 112 50.00 147 20.00 192 48.39 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 23.33 113 5.56 148 0.00 193 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 46.15 149 33.33 194 38.46 CoLesIRitTst 0.5 080 22.62 115 40.74 160 0.00 195 41.67 Difference 081 40.74 116 40.00 161 0.00 196 100.00 0 082 48.48 117 52.94 162 50.00 197 44.55 −0.5 083 0.00 118 25.00 163 17.39 198 14.29 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 65.00 164 9.68 199 44.44 Topic Identifier 085 46.58 130 40.00 165 100.00 200 17.14 204 daedalus itFSitR4S AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description, narrative Relevant retrieved 1,746 Pooled false Geometric Mean Average Precision 0.1135 TDN run Binary Preference (BPREF) 0.4116 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 67.98 itFSitR4S 10 60.56 90% 20 53.77 80% 30 47.16 40 42.49 70% 50 39.42 Average Precision 60% 60 34.00 70 29.74 50% 80 23.77 40% 90 20.07 30% 100 14.90 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 37.61 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1410 Second Quartile 0.3480 Third Quartile 0.5392 Interquartile range 0.3982 Mean 0.3761 Standard Deviation 0.2734 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3761 Std With No Outliers 0.2734 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 itFSitR4S 0.5 041 63.16 086 19.46 131 9.58 166 0.45 Difference 0 042 31.70 087 41.14 132 52.78 167 100.00 −0.5 043 0.00 088 37.31 133 38.06 168 24.10 044 14.65 089 74.34 134 77.31 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 20.05 090 9.20 135 6.64 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 11.72 091 5.48 136 62.59 171 36.04 itFSitR4S 047 9.83 092 22.83 137 40.38 172 0.00 0.5 Difference 048 12.97 093 64.36 138 69.77 173 83.33 0 049 25.44 094 33.56 139 11.78 174 74.36 −0.5 060 20.26 095 2.37 140 14.65 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 28.06 096 24.92 141 61.59 176 51.97 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 53.04 097 63.26 142 75.82 177 47.52 1 itFSitR4S 063 56.76 098 13.96 143 30.17 178 30.77 0.5 Difference 064 0.00 099 40.85 144 0.00 179 53.87 0 065 31.47 110 83.52 145 100.00 190 48.26 −0.5 066 80.47 111 14.25 146 0.00 191 0.00 −1 067 42.65 112 39.15 147 26.86 192 47.93 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 42.29 113 12.86 148 9.38 193 20.44 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 7.13 114 49.71 149 32.78 194 27.32 itFSitR4S 0.5 080 42.02 115 41.62 160 0.00 195 61.54 Difference 081 33.01 116 39.83 161 100.00 196 100.00 0 082 80.15 117 19.44 162 64.82 197 66.46 −0.5 083 53.97 118 26.21 163 46.15 198 28.86 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 11.88 119 52.39 164 28.94 199 42.55 Topic Identifier 085 52.42 130 37.91 165 100.00 200 60.39 205 daedalus itFSitR4S AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 41.40 itFSitR4S 10 docs 35.20 90% 15 docs 32.20 80% 20 docs 29.10 30 docs 24.30 70% 100 docs 12.09 60% 200 docs 7.36 R−Precision 500 docs 3.36 50% 1000 docs 1.75 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.03 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1667 Second Quartile 0.3600 Third Quartile 0.5000 Interquartile range 0.3333 Mean 0.3603 Standard Deviation 0.2664 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7857 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3266 Std With No Outliers 0.2277 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 itFSitR4S 0.5 041 57.14 086 19.35 131 14.63 166 0.00 Difference 0 042 34.94 087 50.00 132 33.33 167 100.00 −0.5 043 0.00 088 33.33 133 37.50 168 21.88 044 0.00 089 76.92 134 60.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 23.81 090 0.00 135 15.58 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 18.75 091 0.00 136 50.00 171 42.86 itFSitR4S 047 11.54 092 22.22 137 50.00 172 0.00 0.5 Difference 048 16.00 093 77.78 138 61.54 173 50.00 0 049 34.48 094 45.00 139 0.00 174 62.50 −0.5 060 29.58 095 5.71 140 22.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 37.50 096 25.00 141 57.14 176 56.25 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 38.46 097 50.00 142 78.57 177 50.00 1 itFSitR4S 063 50.00 098 16.67 143 38.46 178 50.00 0.5 Difference 064 0.00 099 35.90 144 0.00 179 55.00 0 065 46.67 110 73.91 145 100.00 190 50.00 −0.5 066 75.68 111 27.27 146 0.00 191 0.00 −1 067 44.12 112 33.33 147 20.00 192 45.16 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 36.67 113 16.67 148 0.00 193 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 16.67 114 38.46 149 0.00 194 23.08 itFSitR4S 0.5 080 44.05 115 48.15 160 0.00 195 58.33 Difference 081 37.04 116 30.00 161 100.00 196 100.00 0 082 66.67 117 17.65 162 71.43 197 60.00 −0.5 083 33.33 118 25.00 163 52.17 198 28.57 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 46.67 164 32.26 199 36.11 Topic Identifier 085 50.68 130 40.00 165 100.00 200 60.00 206 daedalus ityitRFS3456 AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description, narrative Relevant retrieved 1,751 Pooled false Geometric Mean Average Precision 0.1146 Average run Binary Preference (BPREF) 0.4141 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 68.13 ityitRFS3456 10 60.55 90% 20 54.25 80% 30 47.45 40 42.69 70% 50 39.35 Average Precision 60% 60 33.98 70 29.93 50% 80 23.83 40% 90 20.11 30% 100 14.92 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 37.80 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1392 Second Quartile 0.3526 Third Quartile 0.5473 Interquartile range 0.4081 Mean 0.3780 Standard Deviation 0.2726 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3780 Std With No Outliers 0.2726 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 ityitRFS3456 0.5 041 63.06 086 18.95 131 10.44 166 0.47 Difference 0 042 31.48 087 40.96 132 50.76 167 100.00 −0.5 043 0.00 088 37.73 133 38.25 168 25.33 044 13.89 089 74.44 134 77.31 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 20.47 090 11.97 135 6.68 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 11.08 091 5.35 136 65.21 171 35.95 ityitRFS3456 047 9.55 092 23.28 137 40.38 172 0.00 0.5 Difference 048 12.50 093 64.36 138 69.65 173 83.33 0 049 25.45 094 34.56 139 11.76 174 74.52 −0.5 060 20.44 095 2.70 140 14.53 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 27.63 096 24.45 141 60.90 176 52.55 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 52.80 097 63.26 142 75.82 177 47.81 1 ityitRFS3456 063 56.96 098 13.94 143 31.91 178 31.25 0.5 Difference 064 0.00 099 42.60 144 0.00 179 54.52 0 065 30.80 110 82.55 145 100.00 190 48.05 −0.5 066 80.58 111 14.53 146 0.00 191 0.00 −1 067 42.56 112 39.57 147 30.22 192 48.09 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.49 113 13.52 148 9.38 193 20.44 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 7.12 114 49.68 149 32.78 194 29.27 ityitRFS3456 0.5 080 42.02 115 42.14 160 0.00 195 63.19 Difference 081 34.03 116 39.05 161 100.00 196 100.00 0 082 76.51 117 23.17 162 66.02 197 66.81 −0.5 083 53.97 118 26.10 163 47.80 198 26.81 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 11.95 119 54.94 164 29.26 199 44.06 Topic Identifier 085 52.24 130 37.91 165 100.00 200 58.98 207 daedalus ityitRFS3456 AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 41.20 ityitRFS3456 10 docs 35.00 90% 15 docs 32.67 80% 20 docs 29.00 30 docs 24.40 70% 100 docs 12.15 60% 200 docs 7.41 R−Precision 500 docs 3.37 50% 1000 docs 1.75 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.89 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1905 Second Quartile 0.3685 Third Quartile 0.5093 Interquartile range 0.3187 Mean 0.3689 Standard Deviation 0.2615 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7857 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3356 Std With No Outliers 0.2229 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 ityitRFS3456 0.5 041 57.14 086 19.35 131 19.51 166 0.00 Difference 0 042 34.94 087 50.00 132 33.33 167 100.00 −0.5 043 0.00 088 40.00 133 37.50 168 25.00 044 0.00 089 76.92 134 60.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 21.43 090 33.33 135 15.58 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 18.75 091 0.00 136 58.33 171 42.86 ityitRFS3456 047 11.54 092 25.00 137 50.00 172 0.00 0.5 Difference 048 16.00 093 77.78 138 61.54 173 50.00 0 049 34.48 094 45.00 139 0.00 174 62.50 −0.5 060 28.17 095 7.14 140 22.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 31.25 096 25.00 141 57.14 176 56.25 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 38.46 097 50.00 142 78.57 177 50.00 1 ityitRFS3456 063 37.50 098 16.67 143 42.31 178 50.00 0.5 Difference 064 0.00 099 41.03 144 0.00 179 55.00 0 065 40.00 110 73.91 145 100.00 190 50.00 −0.5 066 75.68 111 27.27 146 0.00 191 0.00 −1 067 41.18 112 33.33 147 40.00 192 48.39 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 36.67 113 22.22 148 0.00 193 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 16.67 114 38.46 149 0.00 194 30.77 ityitRFS3456 0.5 080 44.05 115 51.85 160 0.00 195 58.33 Difference 081 37.04 116 30.00 161 100.00 196 100.00 0 082 63.64 117 29.41 162 71.43 197 60.00 −0.5 083 33.33 118 25.00 163 52.17 198 28.57 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 50.00 164 32.26 199 36.11 Topic Identifier 085 49.32 130 40.00 165 100.00 200 57.14 208 daedalus itFSitR2S AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description Relevant retrieved 1,750 Pooled false Geometric Mean Average Precision 0.1050 Mandatory TD run Binary Preference (BPREF) 0.3906 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 65.66 itFSitR2S 10 58.07 90% 20 52.31 80% 30 44.19 40 39.14 70% 50 36.07 Average Precision 60% 60 30.95 70 26.99 50% 80 21.40 40% 90 17.82 30% 100 12.68 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 35.11 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1269 Second Quartile 0.3322 Third Quartile 0.5098 Interquartile range 0.3828 Mean 0.3511 Standard Deviation 0.2657 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3511 Std With No Outliers 0.2657 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 itFSitR2S 0.5 041 65.05 086 12.17 131 15.41 166 0.63 Difference 0 042 27.92 087 39.20 132 25.78 167 100.00 −0.5 043 0.00 088 45.96 133 37.56 168 26.92 044 10.51 089 71.96 134 81.03 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 21.09 090 11.53 135 6.25 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 8.64 091 4.48 136 59.72 171 46.74 itFSitR2S 047 4.43 092 24.19 137 38.71 172 0.00 0.5 Difference 048 7.99 093 65.68 138 42.95 173 62.50 0 049 24.74 094 41.75 139 10.73 174 74.89 −0.5 060 20.81 095 4.14 140 12.45 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 24.68 096 19.33 141 32.99 176 50.85 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 46.89 097 43.33 142 75.82 177 45.37 1 itFSitR2S 063 54.27 098 14.29 143 33.46 178 29.52 0.5 Difference 064 0.00 099 44.70 144 0.00 179 57.08 0 065 16.38 110 84.88 145 100.00 190 36.73 −0.5 066 79.28 111 12.94 146 0.00 191 0.00 −1 067 36.11 112 41.54 147 21.00 192 36.07 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 36.57 113 7.17 148 11.78 193 20.59 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 3.17 114 29.98 149 27.78 194 51.10 itFSitR2S 0.5 080 40.95 115 37.26 160 0.00 195 57.30 Difference 081 34.04 116 31.45 161 100.00 196 100.00 0 082 59.71 117 35.76 162 56.38 197 63.73 −0.5 083 49.36 118 12.99 163 51.53 198 31.86 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 13.22 119 59.85 164 21.47 199 46.14 Topic Identifier 085 51.47 130 30.96 165 100.00 200 45.47 209 daedalus itFSitR2S AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 39.00 itFSitR2S 10 docs 32.70 90% 15 docs 29.93 80% 20 docs 26.75 30 docs 23.23 70% 100 docs 11.90 60% 200 docs 7.28 R−Precision 500 docs 3.33 50% 1000 docs 1.75 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 35.72 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1920 Second Quartile 0.3417 Third Quartile 0.5000 Interquartile range 0.3080 Mean 0.3572 Standard Deviation 0.2586 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7857 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3234 Std With No Outliers 0.2175 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 itFSitR2S 0.5 041 57.14 086 19.35 131 21.95 166 0.00 Difference 0 042 32.53 087 50.00 132 33.33 167 100.00 −0.5 043 0.00 088 46.67 133 37.50 168 31.25 044 0.00 089 73.08 134 60.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 19.05 090 33.33 135 15.58 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 6.25 091 0.00 136 58.33 171 42.86 itFSitR2S 047 3.85 092 22.22 137 50.00 172 0.00 0.5 Difference 048 12.00 093 77.78 138 30.77 173 50.00 0 049 31.03 094 40.00 139 0.00 174 62.50 −0.5 060 29.58 095 11.43 140 22.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 31.25 096 25.00 141 28.57 176 62.50 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 38.46 097 50.00 142 78.57 177 50.00 1 itFSitR2S 063 50.00 098 25.00 143 30.77 178 25.00 0.5 Difference 064 0.00 099 43.59 144 0.00 179 55.00 0 065 26.67 110 78.26 145 100.00 190 41.67 −0.5 066 72.97 111 27.27 146 0.00 191 0.00 −1 067 35.29 112 33.33 147 40.00 192 35.48 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.00 113 16.67 148 0.00 193 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 38.46 149 0.00 194 46.15 itFSitR2S 0.5 080 45.24 115 44.44 160 0.00 195 58.33 Difference 081 37.04 116 40.00 161 100.00 196 100.00 0 082 54.55 117 41.18 162 57.14 197 62.73 −0.5 083 33.33 118 25.00 163 56.52 198 28.57 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 25.00 119 55.00 164 32.26 199 38.89 Topic Identifier 085 52.05 130 35.00 165 100.00 200 42.86 210 daedalus itFSitR6S AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description, narrative Relevant retrieved 1,756 Pooled false Geometric Mean Average Precision 0.1153 TDN run Binary Preference (BPREF) 0.4136 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 68.95 itFSitR6S 10 61.09 90% 20 55.18 80% 30 47.88 40 42.30 70% 50 38.91 Average Precision 60% 60 33.44 70 29.62 50% 80 23.55 40% 90 20.05 30% 100 14.80 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 37.82 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1362 Second Quartile 0.3785 Third Quartile 0.5480 Interquartile range 0.4118 Mean 0.3782 Standard Deviation 0.2689 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3782 Std With No Outliers 0.2689 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 itFSitR6S 0.5 041 63.06 086 18.83 131 11.38 166 0.53 Difference 0 042 30.55 087 40.12 132 49.83 167 100.00 −0.5 043 0.00 088 38.89 133 38.16 168 27.29 044 13.25 089 73.37 134 78.57 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 20.68 090 11.98 135 6.62 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 10.36 091 5.29 136 62.98 171 42.53 itFSitR6S 047 10.96 092 22.74 137 40.00 172 0.00 0.5 Difference 048 12.17 093 61.98 138 62.42 173 75.00 0 049 25.87 094 35.29 139 11.68 174 74.84 −0.5 060 22.02 095 2.91 140 14.06 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 27.20 096 23.29 141 53.66 176 52.69 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 51.46 097 62.50 142 75.82 177 48.23 1 itFSitR6S 063 57.22 098 13.98 143 31.93 178 42.19 0.5 Difference 064 0.00 099 43.91 144 0.00 179 55.49 0 065 29.67 110 84.51 145 100.00 190 46.39 −0.5 066 79.98 111 14.15 146 0.00 191 0.00 −1 067 42.17 112 39.30 147 33.58 192 46.67 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.51 113 12.30 148 9.38 193 20.28 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 6.55 114 46.67 149 30.36 194 31.71 itFSitR6S 0.5 080 41.10 115 42.25 160 0.00 195 64.34 Difference 081 33.77 116 41.85 161 100.00 196 100.00 0 082 75.68 117 35.23 162 64.43 197 66.52 −0.5 083 52.78 118 25.98 163 48.82 198 30.47 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 11.94 119 55.53 164 28.84 199 43.92 Topic Identifier 085 54.11 130 37.53 165 100.00 200 56.79 211 daedalus itFSitR6S AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 39.80 itFSitR6S 10 docs 35.20 90% 15 docs 32.00 80% 20 docs 29.10 30 docs 24.67 70% 100 docs 12.31 60% 200 docs 7.45 R−Precision 500 docs 3.37 50% 1000 docs 1.76 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.49 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1667 Second Quartile 0.3657 Third Quartile 0.5000 Interquartile range 0.3333 Mean 0.3649 Standard Deviation 0.2587 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7857 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3315 Std With No Outliers 0.2189 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 itFSitR6S 0.5 041 57.14 086 19.35 131 19.51 166 0.00 Difference 0 042 34.94 087 50.00 132 33.33 167 100.00 −0.5 043 0.00 088 33.33 133 37.50 168 31.25 044 0.00 089 76.92 134 60.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 21.43 090 33.33 135 15.58 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 12.50 091 0.00 136 50.00 171 42.86 itFSitR6S 047 11.54 092 19.44 137 50.00 172 0.00 0.5 Difference 048 16.00 093 77.78 138 53.85 173 50.00 0 049 37.93 094 45.00 139 0.00 174 62.50 −0.5 060 32.39 095 10.00 140 22.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 31.25 096 25.00 141 42.86 176 56.25 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 38.46 097 50.00 142 78.57 177 50.00 1 itFSitR6S 063 37.50 098 16.67 143 38.46 178 50.00 0.5 Difference 064 0.00 099 43.59 144 0.00 179 55.00 0 065 33.33 110 73.91 145 100.00 190 50.00 −0.5 066 72.97 111 27.27 146 0.00 191 0.00 −1 067 44.12 112 33.33 147 40.00 192 48.39 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 40.00 113 16.67 148 0.00 193 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 16.67 114 38.46 149 0.00 194 30.77 itFSitR6S 0.5 080 44.05 115 51.85 160 0.00 195 58.33 Difference 081 37.04 116 30.00 161 100.00 196 100.00 0 082 60.61 117 35.29 162 64.29 197 60.00 −0.5 083 33.33 118 25.00 163 56.52 198 28.57 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 50.00 164 32.26 199 36.11 Topic Identifier 085 49.32 130 45.00 165 100.00 200 54.29 212 dcu dcu1500narrit1005.qy1 AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description, narrative Relevant retrieved 1,787 Pooled false Geometric Mean Average Precision 0.1107 italian mono reranked Binary Preference (BPREF) 0.4392 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 69.06 dcu1500narrit1005.qy1 10 61.53 90% 20 58.02 80% 30 51.94 40 46.48 70% 50 43.23 Average Precision 60% 60 38.29 70 33.21 50% 80 27.10 40% 90 21.20 30% 100 16.62 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 40.94 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1822 Second Quartile 0.3886 Third Quartile 0.6313 Interquartile range 0.4491 Mean 0.4094 Standard Deviation 0.2878 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4094 Std With No Outliers 0.2878 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcu1500narrit1005.qy1 0.5 041 56.80 086 25.54 131 4.80 166 0.18 Difference 0 042 18.59 087 47.71 132 47.67 167 100.00 −0.5 043 0.00 088 36.52 133 59.93 168 46.04 044 25.76 089 79.71 134 90.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 23.35 090 6.11 135 74.13 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 17.84 091 51.03 136 68.09 171 28.49 dcu1500narrit1005.qy1 047 9.11 092 19.24 137 60.42 172 0.00 0.5 Difference 048 11.87 093 67.63 138 78.67 173 58.33 0 049 21.21 094 45.34 139 5.56 174 78.03 −0.5 060 19.35 095 4.09 140 48.21 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 33.55 096 13.10 141 94.05 176 61.65 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 64.16 097 69.51 142 99.01 177 46.50 1 dcu1500narrit1005.qy1 063 70.22 098 48.54 143 30.91 178 29.84 0.5 Difference 064 0.00 099 48.85 144 0.00 179 69.67 0 065 31.54 110 78.05 145 100.00 190 52.74 −0.5 066 80.54 111 33.51 146 0.00 191 0.00 −1 067 38.77 112 63.14 147 24.93 192 36.14 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 6.92 113 10.12 148 10.27 193 18.64 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 9.88 114 51.33 149 37.30 194 52.19 dcu1500narrit1005.qy1 0.5 080 30.56 115 42.16 160 0.00 195 56.97 Difference 081 36.69 116 39.20 161 0.00 196 100.00 0 082 63.12 117 35.49 162 70.80 197 70.91 −0.5 083 66.67 118 26.88 163 68.35 198 24.55 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 9.62 119 66.21 164 27.24 199 58.05 Topic Identifier 085 61.16 130 38.95 165 100.00 200 49.15 213 dcu dcu1500narrit1005.qy1 AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 46.00 dcu1500narrit1005.qy1 10 docs 38.60 90% 15 docs 35.20 80% 20 docs 32.05 30 docs 26.67 70% 100 docs 12.75 60% 200 docs 7.61 R−Precision 500 docs 3.42 50% 1000 docs 1.79 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 38.86 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1952 Second Quartile 0.4000 Third Quartile 0.5670 Interquartile range 0.3717 Mean 0.3886 Standard Deviation 0.2716 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3886 Std With No Outliers 0.2716 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcu1500narrit1005.qy1 0.5 041 57.14 086 25.81 131 12.20 166 0.00 Difference 0 042 27.71 087 40.00 132 33.33 167 100.00 −0.5 043 0.00 088 40.00 133 56.25 168 46.88 044 0.00 089 76.92 134 80.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 19.05 090 0.00 135 68.83 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 25.00 091 50.00 136 58.33 171 28.57 dcu1500narrit1005.qy1 047 7.69 092 22.22 137 75.00 172 0.00 0.5 Difference 048 20.00 093 77.78 138 69.23 173 50.00 0 049 34.48 094 50.00 139 0.00 174 62.50 −0.5 060 28.17 095 5.71 140 40.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 50.00 096 0.00 141 85.71 176 56.25 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 53.85 097 75.00 142 92.86 177 33.33 1 dcu1500narrit1005.qy1 063 62.50 098 50.00 143 34.62 178 25.00 0.5 Difference 064 0.00 099 46.15 144 0.00 179 62.50 0 065 40.00 110 65.22 145 100.00 190 41.67 −0.5 066 70.27 111 45.45 146 0.00 191 0.00 −1 067 38.24 112 50.00 147 20.00 192 41.94 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 16.67 113 16.67 148 0.00 193 25.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 16.67 114 46.15 149 33.33 194 53.85 dcu1500narrit1005.qy1 0.5 080 32.14 115 44.44 160 0.00 195 41.67 Difference 081 40.74 116 40.00 161 0.00 196 100.00 0 082 51.52 117 35.29 162 64.29 197 67.27 −0.5 083 33.33 118 25.00 163 60.87 198 28.57 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 60.00 164 29.03 199 52.78 Topic Identifier 085 57.53 130 35.00 165 100.00 200 48.57 214 dcu dcudescit1005 AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description Relevant retrieved 1,778 Pooled false Geometric Mean Average Precision 0.0919 italian mono standard Binary Preference (BPREF) 0.4006 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 62.97 dcudescit1005 10 59.41 90% 20 54.14 80% 30 47.34 40 42.33 70% 50 37.90 Average Precision 60% 60 34.14 70 29.64 50% 80 25.65 40% 90 20.88 30% 100 16.43 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 37.73 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0919 Second Quartile 0.3686 Third Quartile 0.6015 Interquartile range 0.5095 Mean 0.3773 Standard Deviation 0.2991 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3773 Std With No Outliers 0.2991 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcudescit1005 0.5 041 68.78 086 14.76 131 2.11 166 0.15 Difference 0 042 4.99 087 61.00 132 42.46 167 100.00 −0.5 043 0.00 088 43.56 133 49.13 168 41.61 044 8.93 089 90.21 134 77.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 32.19 090 8.61 135 65.24 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 8.17 091 6.32 136 69.65 171 43.79 dcudescit1005 047 2.75 092 24.55 137 20.03 172 0.00 0.5 Difference 048 3.05 093 79.47 138 56.34 173 29.17 0 049 23.30 094 54.98 139 4.68 174 75.28 −0.5 060 54.57 095 3.22 140 17.36 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 45.98 096 36.09 141 100.00 176 64.80 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 37.54 097 37.04 142 99.52 177 58.26 1 dcudescit1005 063 76.45 098 22.77 143 21.23 178 36.70 0.5 Difference 064 0.00 099 58.85 144 0.00 179 62.01 0 065 17.46 110 86.46 145 100.00 190 49.21 −0.5 066 76.70 111 16.03 146 0.00 191 0.00 −1 067 38.51 112 61.44 147 7.86 192 51.14 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 15.44 113 1.08 148 9.58 193 42.29 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 4.29 114 34.91 149 21.58 194 48.34 dcudescit1005 0.5 080 28.11 115 40.54 160 0.00 195 54.88 Difference 081 45.57 116 30.08 161 0.00 196 100.00 0 082 60.99 117 21.00 162 59.30 197 70.39 −0.5 083 73.33 118 9.71 163 67.84 198 9.46 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 9.83 119 76.53 164 35.76 199 46.93 Topic Identifier 085 37.03 130 30.03 165 100.00 200 37.79 215 dcu dcudescit1005 AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 41.00 dcudescit1005 10 docs 35.80 90% 15 docs 32.73 80% 20 docs 29.00 30 docs 25.07 70% 100 docs 12.27 60% 200 docs 7.33 R−Precision 500 docs 3.33 50% 1000 docs 1.78 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 35.21 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0425 Second Quartile 0.3333 Third Quartile 0.5500 Interquartile range 0.5075 Mean 0.3521 Standard Deviation 0.2899 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3521 Std With No Outliers 0.2899 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcudescit1005 0.5 041 57.14 086 19.35 131 4.88 166 0.00 Difference 0 042 3.61 087 40.00 132 33.33 167 100.00 −0.5 043 0.00 088 33.33 133 43.75 168 40.62 044 0.00 089 84.62 134 80.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 33.33 090 0.00 135 62.34 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 12.50 091 0.00 136 66.67 171 42.86 dcudescit1005 047 7.69 092 27.78 137 25.00 172 0.00 0.5 Difference 048 8.00 093 77.78 138 46.15 173 0.00 0 049 24.14 094 55.00 139 0.00 174 75.00 −0.5 060 56.34 095 2.86 140 20.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 43.75 096 25.00 141 100.00 176 56.25 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 46.15 097 50.00 142 92.86 177 50.00 1 dcudescit1005 063 62.50 098 25.00 143 26.92 178 25.00 0.5 Difference 064 0.00 099 48.72 144 0.00 179 55.00 0 065 33.33 110 78.26 145 100.00 190 41.67 −0.5 066 70.27 111 9.09 146 0.00 191 0.00 −1 067 32.35 112 50.00 147 20.00 192 48.39 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.00 113 0.00 148 0.00 193 25.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 30.77 149 0.00 194 30.77 dcudescit1005 0.5 080 32.14 115 48.15 160 0.00 195 58.33 Difference 081 44.44 116 40.00 161 0.00 196 100.00 0 082 57.58 117 23.53 162 42.86 197 64.55 −0.5 083 66.67 118 25.00 163 60.87 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 71.67 164 41.94 199 50.00 Topic Identifier 085 39.73 130 30.00 165 100.00 200 42.86 216 hummingbird humIT06Rtd AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description Relevant retrieved 1,803 Pooled false Geometric Mean Average Precision 0.1009 plain SearchServer stemming run Binary Preference (BPREF) 0.3977 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 65.75 humIT06Rtd 10 58.93 90% 20 53.08 80% 30 47.05 40 43.13 70% 50 39.56 Average Precision 60% 60 32.12 70 27.43 50% 80 23.05 40% 90 19.15 30% 100 15.17 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 36.83 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1541 Second Quartile 0.3451 Third Quartile 0.5398 Interquartile range 0.3858 Mean 0.3683 Standard Deviation 0.2680 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3683 Std With No Outliers 0.2680 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humIT06Rtd 0.5 041 64.91 086 16.90 131 32.03 166 0.75 Difference 0 042 37.18 087 44.29 132 27.49 167 83.33 −0.5 043 0.00 088 44.86 133 34.41 168 16.32 044 15.26 089 78.39 134 81.88 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 21.78 090 2.19 135 40.94 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 12.59 091 50.73 136 67.54 171 49.23 humIT06Rtd 047 2.89 092 27.23 137 25.96 172 0.00 0.5 Difference 048 9.37 093 83.56 138 30.62 173 36.67 0 049 29.58 094 42.23 139 8.16 174 75.90 −0.5 060 26.94 095 3.57 140 20.78 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 25.33 096 32.42 141 53.02 176 53.69 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 43.40 097 54.73 142 95.29 177 64.57 1 humIT06Rtd 063 51.16 098 70.49 143 35.78 178 20.45 0.5 Difference 064 0.00 099 42.58 144 0.00 179 57.92 0 065 16.51 110 77.89 145 100.00 190 43.00 −0.5 066 80.66 111 11.63 146 0.00 191 0.00 −1 067 38.67 112 53.89 147 23.92 192 37.05 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 28.78 113 6.89 148 15.56 193 34.62 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 2.45 114 30.60 149 33.13 194 45.36 humIT06Rtd 0.5 080 41.41 115 41.20 160 0.00 195 70.90 Difference 081 30.06 116 29.85 161 0.00 196 100.00 0 082 57.91 117 38.31 162 54.08 197 63.46 −0.5 083 75.76 118 13.24 163 49.89 198 15.26 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 12.93 119 55.86 164 17.45 199 65.30 Topic Identifier 085 54.63 130 30.91 165 100.00 200 37.16 217 hummingbird humIT06Rtd AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 43.40 humIT06Rtd 10 docs 36.60 90% 15 docs 31.80 80% 20 docs 28.80 30 docs 24.83 70% 100 docs 12.40 60% 200 docs 7.60 R−Precision 500 docs 3.44 50% 1000 docs 1.80 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.34 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1606 Second Quartile 0.4000 Third Quartile 0.5000 Interquartile range 0.3394 Mean 0.3634 Standard Deviation 0.2551 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3634 Std With No Outliers 0.2551 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humIT06Rtd 0.5 041 57.14 086 25.81 131 46.34 166 0.00 Difference 0 042 43.37 087 40.00 132 33.33 167 50.00 −0.5 043 0.00 088 40.00 133 50.00 168 28.12 044 0.00 089 76.92 134 80.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 19.05 090 0.00 135 46.75 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 12.50 091 50.00 136 50.00 171 42.86 humIT06Rtd 047 0.00 092 22.22 137 50.00 172 0.00 0.5 Difference 048 16.00 093 77.78 138 30.77 173 0.00 0 049 31.03 094 40.00 139 0.00 174 62.50 −0.5 060 28.17 095 5.71 140 18.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 31.25 096 50.00 141 42.86 176 50.00 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 38.46 097 50.00 142 92.86 177 50.00 1 humIT06Rtd 063 37.50 098 66.67 143 34.62 178 25.00 0.5 Difference 064 0.00 099 46.15 144 0.00 179 57.50 0 065 26.67 110 69.57 145 100.00 190 50.00 −0.5 066 72.97 111 27.27 146 0.00 191 0.00 −1 067 44.12 112 50.00 147 40.00 192 45.16 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 36.67 113 5.56 148 0.00 193 50.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 38.46 149 33.33 194 38.46 humIT06Rtd 0.5 080 42.86 115 48.15 160 0.00 195 58.33 Difference 081 40.74 116 40.00 161 0.00 196 100.00 0 082 48.48 117 52.94 162 50.00 197 60.00 −0.5 083 66.67 118 25.00 163 47.83 198 14.29 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 60.00 164 16.13 199 55.56 Topic Identifier 085 53.42 130 35.00 165 100.00 200 42.86 218 hummingbird humIT06Rtde AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description Relevant retrieved 1,804 Pooled false Geometric Mean Average Precision 0.1147 same as humIT06Rtd except expansion from blind Binary Preference (BPREF) 0.4501 feedback also used Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 66.67 humIT06Rtde 10 62.27 90% 20 57.38 80% 30 53.07 40 48.98 70% 50 44.60 Average Precision 60% 60 38.98 70 34.28 50% 80 29.01 40% 90 24.41 30% 100 18.44 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 41.94 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1709 Second Quartile 0.4297 Third Quartile 0.6393 Interquartile range 0.4684 Mean 0.4194 Standard Deviation 0.2852 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4194 Std With No Outliers 0.2852 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humIT06Rtde 0.5 041 71.90 086 16.49 131 32.88 166 0.28 Difference 0 042 42.73 087 65.80 132 41.67 167 100.00 −0.5 043 0.00 088 48.19 133 50.54 168 23.49 044 17.69 089 81.43 134 90.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 23.09 090 3.37 135 62.92 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 12.12 091 42.95 136 67.31 171 43.58 humIT06Rtde 047 3.66 092 29.66 137 29.41 172 0.00 0.5 Difference 048 11.04 093 87.09 138 44.34 173 50.00 0 049 32.23 094 47.87 139 7.30 174 88.87 −0.5 060 49.44 095 6.60 140 19.88 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 33.28 096 26.78 141 75.90 176 56.64 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 53.90 097 65.48 142 97.22 177 64.58 1 humIT06Rtde 063 55.55 098 70.85 143 27.31 178 19.13 0.5 Difference 064 0.00 099 60.68 144 0.00 179 77.01 0 065 19.93 110 83.35 145 100.00 190 63.29 −0.5 066 76.66 111 15.92 146 0.00 191 0.00 −1 067 45.65 112 53.74 147 24.77 192 80.93 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 42.99 113 9.65 148 15.56 193 42.28 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 4.56 114 39.61 149 33.33 194 52.25 humIT06Rtde 0.5 080 36.63 115 51.64 160 0.00 195 77.28 Difference 081 40.22 116 33.59 161 0.00 196 100.00 0 082 78.04 117 45.99 162 67.20 197 70.93 −0.5 083 59.56 118 43.33 163 58.80 198 12.24 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 14.73 119 66.39 164 23.33 199 72.22 Topic Identifier 085 60.70 130 35.32 165 50.00 200 61.09 219 hummingbird humIT06Rtde AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 45.20 humIT06Rtde 10 docs 40.20 90% 15 docs 36.60 80% 20 docs 33.10 30 docs 28.00 70% 100 docs 13.93 60% 200 docs 8.20 R−Precision 500 docs 3.55 50% 1000 docs 1.80 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 39.70 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1633 Second Quartile 0.4330 Third Quartile 0.5858 Interquartile range 0.4225 Mean 0.3970 Standard Deviation 0.2701 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3970 Std With No Outliers 0.2701 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humIT06Rtde 0.5 041 71.43 086 22.58 131 46.34 166 0.00 Difference 0 042 45.78 087 60.00 132 33.33 167 100.00 −0.5 043 0.00 088 40.00 133 56.25 168 34.38 044 0.00 089 80.77 134 80.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 21.43 090 0.00 135 62.34 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 6.25 091 50.00 136 50.00 171 42.86 humIT06Rtde 047 3.85 092 33.33 137 50.00 172 0.00 0.5 Difference 048 16.00 093 77.78 138 46.15 173 50.00 0 049 31.03 094 45.00 139 0.00 174 75.00 −0.5 060 54.93 095 14.29 140 16.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 43.75 096 37.50 141 57.14 176 56.25 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 38.46 097 50.00 142 92.86 177 50.00 1 humIT06Rtde 063 50.00 098 58.33 143 30.77 178 25.00 0.5 Difference 064 0.00 099 56.41 144 0.00 179 65.00 0 065 26.67 110 73.91 145 100.00 190 58.33 −0.5 066 70.27 111 27.27 146 0.00 191 0.00 −1 067 44.12 112 58.33 147 40.00 192 70.97 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 46.67 113 5.56 148 0.00 193 25.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 16.67 114 38.46 149 33.33 194 38.46 humIT06Rtde 0.5 080 39.29 115 51.85 160 0.00 195 66.67 Difference 081 48.15 116 30.00 161 0.00 196 100.00 0 082 66.67 117 58.82 162 64.29 197 65.45 −0.5 083 66.67 118 25.00 163 60.87 198 14.29 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 63.33 164 29.03 199 61.11 Topic Identifier 085 54.79 130 35.00 165 0.00 200 65.71 220 reina reinaITttest AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title Relevant retrieved 1,758 Pooled false Geometric Mean Average Precision 0.0833 local expansion with term windows, only title field Binary Preference (BPREF) 0.4007 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 63.46 reinaITttest 10 56.81 90% 20 51.92 80% 30 45.97 40 40.69 70% 50 37.15 Average Precision 60% 60 31.69 70 27.14 50% 80 23.84 40% 90 18.40 30% 100 12.82 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 35.62 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1118 Second Quartile 0.3523 Third Quartile 0.5559 Interquartile range 0.4440 Mean 0.3562 Standard Deviation 0.2812 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3562 Std With No Outliers 0.2812 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaITttest 0.5 041 74.97 086 18.47 131 18.70 166 0.36 Difference 0 042 44.14 087 50.56 132 58.12 167 100.00 −0.5 043 0.00 088 34.74 133 38.41 168 28.91 044 22.50 089 74.13 134 49.39 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 27.59 090 0.64 135 59.19 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 11.18 091 0.10 136 56.47 171 48.17 reinaITttest 047 5.79 092 14.57 137 34.07 172 0.00 0.5 Difference 048 3.05 093 58.95 138 11.19 173 75.00 0 049 32.31 094 36.84 139 5.93 174 76.21 −0.5 060 24.18 095 1.59 140 35.45 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 35.00 096 26.84 141 90.48 176 64.13 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 45.27 097 65.28 142 82.81 177 42.64 1 reinaITttest 063 59.53 098 69.31 143 17.90 178 27.91 0.5 Difference 064 0.00 099 38.06 144 0.00 179 64.30 0 065 11.85 110 54.70 145 100.00 190 36.16 −0.5 066 66.51 111 15.37 146 0.00 191 0.00 −1 067 22.75 112 39.09 147 1.90 192 24.93 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 53.21 113 10.57 148 54.00 193 58.60 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 4.00 114 12.71 149 47.88 194 0.21 reinaITttest 0.5 080 39.08 115 49.20 160 0.00 195 45.58 Difference 081 24.84 116 39.81 161 0.00 196 100.00 0 082 92.75 117 14.98 162 39.73 197 61.03 −0.5 083 79.17 118 3.79 163 16.47 198 39.55 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 8.75 119 29.26 164 16.48 199 43.59 Topic Identifier 085 60.53 130 44.51 165 100.00 200 37.26 221 reina reinaITttest AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 35.60 reinaITttest 10 docs 31.90 90% 15 docs 29.73 80% 20 docs 27.70 30 docs 23.67 70% 100 docs 12.07 60% 200 docs 7.31 R−Precision 500 docs 3.35 50% 1000 docs 1.76 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 35.63 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0956 Second Quartile 0.3750 Third Quartile 0.5000 Interquartile range 0.4044 Mean 0.3563 Standard Deviation 0.2712 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3563 Std With No Outliers 0.2712 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaITttest 0.5 041 71.43 086 29.03 131 31.71 166 0.00 Difference 0 042 48.19 087 60.00 132 66.67 167 100.00 −0.5 043 0.00 088 40.00 133 43.75 168 37.50 044 0.00 089 76.92 134 40.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 33.33 090 0.00 135 53.25 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 6.25 091 0.00 136 58.33 171 42.86 reinaITttest 047 11.54 092 22.22 137 25.00 172 0.00 0.5 Difference 048 8.00 093 66.67 138 15.38 173 50.00 0 049 31.03 094 45.00 139 0.00 174 62.50 −0.5 060 40.85 095 4.29 140 38.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 50.00 096 37.50 141 85.71 176 62.50 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 46.15 097 50.00 142 85.71 177 33.33 1 reinaITttest 063 50.00 098 58.33 143 19.23 178 25.00 0.5 Difference 064 0.00 099 38.46 144 0.00 179 57.50 0 065 13.33 110 56.52 145 100.00 190 41.67 −0.5 066 64.86 111 27.27 146 0.00 191 0.00 −1 067 35.29 112 41.67 147 0.00 192 29.03 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 50.00 113 11.11 148 50.00 193 50.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 7.69 149 33.33 194 0.00 reinaITttest 0.5 080 42.86 115 51.85 160 0.00 195 50.00 Difference 081 33.33 116 30.00 161 0.00 196 100.00 0 082 81.82 117 17.65 162 50.00 197 63.64 −0.5 083 66.67 118 0.00 163 21.74 198 28.57 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 36.67 164 25.81 199 50.00 Topic Identifier 085 56.16 130 45.00 165 100.00 200 40.00 222 reina reinaITtdtest AH-ROBUST-MONO-IT-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 1,930 Topic Fields title, description Relevant retrieved 1,826 Pooled false Geometric Mean Average Precision 0.1055 local expansion with term windows, title+desc Binary Preference (BPREF) 0.4131 fields Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Italian track − Interpolated Recall vs Average Precision 100% 0 69.53 reinaITtdtest 10 62.80 90% 20 56.99 80% 30 47.85 40 42.59 70% 50 39.00 Average Precision 60% 60 33.51 70 29.55 50% 80 25.17 40% 90 21.01 30% 100 16.73 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 38.45 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1739 Second Quartile 0.3616 Third Quartile 0.5708 Interquartile range 0.3969 Mean 0.3845 Standard Deviation 0.2718 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3845 Std With No Outliers 0.2718 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaITtdtest 0.5 041 70.52 086 19.30 131 29.83 166 0.24 Difference 0 042 49.02 087 51.40 132 45.13 167 100.00 −0.5 043 0.00 088 45.57 133 35.29 168 32.47 044 41.67 089 74.39 134 67.68 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 24.45 090 3.81 135 55.65 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.91 091 36.23 136 53.81 171 39.83 reinaITtdtest 047 6.03 092 29.05 137 35.71 172 0.00 0.5 Difference 048 11.66 093 75.02 138 28.57 173 70.00 0 049 27.27 094 42.78 139 5.57 174 79.91 −0.5 060 18.67 095 8.02 140 32.23 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 34.45 096 21.02 141 75.60 176 62.40 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 43.00 097 63.26 142 97.22 177 49.61 1 reinaITtdtest 063 67.66 098 81.89 143 26.53 178 7.91 0.5 Difference 064 0.00 099 23.50 144 0.00 179 71.67 0 065 23.33 110 75.15 145 100.00 190 34.25 −0.5 066 68.40 111 16.21 146 0.00 191 0.00 −1 067 36.07 112 46.08 147 11.03 192 46.59 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.24 113 16.85 148 30.56 193 51.45 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 4.31 114 38.08 149 47.78 194 36.87 reinaITtdtest 0.5 080 37.66 115 39.17 160 0.00 195 52.96 Difference 081 37.60 116 26.16 161 0.00 196 100.00 0 082 58.70 117 40.38 162 60.43 197 71.35 −0.5 083 65.56 118 3.47 163 54.69 198 29.40 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 10.52 119 67.76 164 17.94 199 52.12 Topic Identifier 085 58.52 130 36.09 165 100.00 200 34.44 223 reina reinaITtdtest AH-ROBUST-MONO-IT-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Italian track − Retrieved documents vs Precision 100% 5 docs 41.80 reinaITtdtest 10 docs 35.80 90% 15 docs 32.73 80% 20 docs 29.80 30 docs 25.17 70% 100 docs 12.96 60% 200 docs 7.74 R−Precision 500 docs 3.48 50% 1000 docs 1.83 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 37.15 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Italian track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2283 Second Quartile 0.3846 Third Quartile 0.5000 Interquartile range 0.2717 Mean 0.3715 Standard Deviation 0.2559 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.8077 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3392 Std With No Outliers 0.2186 Ad−Hoc Robust Monolingual Italian track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaITtdtest 0.5 041 71.43 086 25.81 131 46.34 166 0.00 Difference 0 042 53.01 087 40.00 132 33.33 167 100.00 −0.5 043 0.00 088 33.33 133 43.75 168 40.62 044 0.00 089 80.77 134 40.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 26.19 090 0.00 135 50.65 170 0.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 18.75 091 25.00 136 41.67 171 42.86 reinaITtdtest 047 11.54 092 25.00 137 25.00 172 0.00 0.5 Difference 048 12.00 093 77.78 138 23.08 173 50.00 0 049 31.03 094 50.00 139 0.00 174 62.50 −0.5 060 25.35 095 15.71 140 36.00 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 43.75 096 37.50 141 57.14 176 62.50 Topic Identifier Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 38.46 097 50.00 142 92.86 177 50.00 1 reinaITtdtest 063 50.00 098 58.33 143 26.92 178 0.00 0.5 Difference 064 0.00 099 28.21 144 0.00 179 60.00 0 065 20.00 110 69.57 145 100.00 190 41.67 −0.5 066 70.27 111 27.27 146 0.00 191 0.00 −1 067 35.29 112 41.67 147 20.00 192 48.39 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 33.33 113 27.78 148 50.00 193 50.00 Ad−Hoc Robust Monolingual Italian track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 38.46 149 33.33 194 23.08 reinaITtdtest 0.5 080 41.67 115 40.74 160 0.00 195 41.67 Difference 081 33.33 116 40.00 161 0.00 196 100.00 0 082 54.55 117 41.18 162 50.00 197 65.45 −0.5 083 66.67 118 0.00 163 69.57 198 28.57 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 25.00 119 65.00 164 22.58 199 52.78 Topic Identifier 085 57.53 130 40.00 165 100.00 200 34.29 224 colesir CoLesIRnlTst AH-ROBUST-MONO-NL-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Dutch; Flemish Relevant 2,717 Topic Fields title, description Relevant retrieved 2,374 Pooled false Geometric Mean Average Precision 0.1640 robust monolingual NL - TEST; automatic; TD Binary Preference (BPREF) 0.4017 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Dutch track − Interpolated Recall vs Average Precision 100% 0 75.33 CoLesIRnlTst 10 64.76 90% 20 58.71 80% 30 51.64 40 46.38 70% 50 42.53 Average Precision 60% 60 35.79 70 32.01 50% 80 28.64 40% 90 22.59 30% 100 16.29 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 41.60 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1273 Second Quartile 0.3545 Third Quartile 0.6605 Interquartile range 0.5332 Mean 0.4160 Standard Deviation 0.3183 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4160 Std With No Outliers 0.3183 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 CoLesIRnlTst 0.5 041 21.76 086 48.92 131 36.59 166 0.00 Difference 0 042 15.16 087 64.83 132 56.95 167 75.00 −0.5 043 7.63 088 27.98 133 8.67 168 6.55 044 27.47 089 84.95 134 100.00 169 0.04 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 39.43 090 48.78 135 66.02 170 55.10 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 16.49 091 16.87 136 96.67 171 36.83 CoLesIRnlTst 047 26.71 092 34.03 137 0.02 172 12.98 0.5 Difference 048 21.28 093 72.64 138 0.28 173 100.00 0 049 6.79 094 78.56 139 20.86 174 96.20 −0.5 060 11.38 095 53.54 140 80.53 175 0.42 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 61.82 096 42.28 141 49.32 176 96.00 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 53.91 097 56.12 142 98.62 177 22.06 1 CoLesIRnlTst 063 85.76 098 84.86 143 79.66 178 51.33 0.5 Difference 064 6.41 099 29.97 144 100.00 179 26.35 0 065 4.86 110 100.00 145 11.88 190 33.43 −0.5 066 60.97 111 8.31 146 30.95 191 0.00 −1 067 9.68 112 43.35 147 16.38 192 30.11 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 41.02 113 0.57 148 57.83 193 53.62 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 1.70 114 34.30 149 100.00 194 0.00 CoLesIRnlTst 0.5 080 68.55 115 15.42 160 0.00 195 0.52 Difference 081 63.50 116 83.68 161 100.00 196 61.10 0 082 29.42 117 12.49 162 86.58 197 66.38 −0.5 083 6.14 118 21.26 163 20.79 198 21.11 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 16.54 119 64.65 164 11.16 199 69.99 Topic Identifier 085 66.09 130 37.04 165 70.00 200 8.92 225 colesir CoLesIRnlTst AH-ROBUST-MONO-NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Dutch track − Retrieved documents vs Precision 100% 5 docs 53.60 CoLesIRnlTst 10 docs 43.50 90% 15 docs 38.80 80% 20 docs 34.90 30 docs 30.13 70% 100 docs 15.41 60% 200 docs 9.39 R−Precision 500 docs 4.42 50% 1000 docs 2.37 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 39.85 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1429 Second Quartile 0.3613 Third Quartile 0.5939 Interquartile range 0.4511 Mean 0.3985 Standard Deviation 0.2981 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3985 Std With No Outliers 0.2981 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 CoLesIRnlTst 0.5 041 17.39 086 46.00 131 35.00 166 0.00 Difference 0 042 12.50 087 46.15 132 46.15 167 50.00 −0.5 043 25.00 088 0.00 133 10.71 168 12.12 044 33.33 089 76.74 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 37.50 090 53.85 135 64.52 170 50.00 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 29.17 091 11.11 136 80.00 171 27.78 CoLesIRnlTst 047 32.26 092 39.47 137 0.00 172 14.29 0.5 Difference 048 25.45 093 75.00 138 0.00 173 100.00 0 049 14.29 094 78.95 139 23.91 174 91.30 −0.5 060 7.69 095 52.49 140 71.53 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 56.52 096 42.11 141 50.00 176 85.00 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 50.00 097 50.00 142 95.45 177 33.33 1 CoLesIRnlTst 063 80.00 098 66.67 143 79.31 178 42.86 0.5 Difference 064 12.50 099 25.00 144 100.00 179 29.03 0 065 8.70 110 100.00 145 21.43 190 48.39 −0.5 066 60.71 111 14.29 146 0.00 191 0.00 −1 067 15.00 112 40.00 147 16.67 192 40.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 30.43 113 3.03 148 59.52 193 57.89 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 37.25 149 100.00 194 0.00 CoLesIRnlTst 0.5 080 69.89 115 23.08 160 0.00 195 0.00 Difference 081 59.26 116 82.76 161 100.00 196 55.56 0 082 30.00 117 22.22 162 72.73 197 57.14 −0.5 083 0.00 118 18.18 163 28.57 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 30.00 119 58.06 164 18.00 199 68.75 Topic Identifier 085 61.11 130 33.33 165 50.00 200 3.57 226 daedalus nlFSnlR4S AH-ROBUST-MONO-NL-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Dutch; Flemish Relevant 2,717 Topic Fields title, description, narrative Relevant retrieved 2,429 Pooled false Geometric Mean Average Precision 0.2073 TDN run Binary Preference (BPREF) 0.4259 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Dutch track − Interpolated Recall vs Average Precision 100% 0 75.04 nlFSnlR4S 10 69.21 90% 20 63.33 80% 30 57.04 40 51.52 70% 50 48.21 Average Precision 60% 60 40.78 70 36.45 50% 80 30.71 40% 90 23.43 30% 100 15.10 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 45.02 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1742 Second Quartile 0.4429 Third Quartile 0.6904 Interquartile range 0.5162 Mean 0.4502 Standard Deviation 0.3047 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4502 Std With No Outliers 0.3047 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 nlFSnlR4S 0.5 041 18.26 086 53.84 131 21.53 166 0.00 Difference 0 042 16.95 087 72.62 132 61.35 167 36.67 −0.5 043 45.95 088 20.96 133 20.97 168 45.71 044 28.70 089 91.05 134 100.00 169 2.45 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 39.79 090 23.96 135 74.47 170 80.46 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.96 091 5.23 136 96.67 171 11.50 nlFSnlR4S 047 32.54 092 43.41 137 3.83 172 20.65 0.5 Difference 048 17.37 093 77.07 138 41.25 173 58.33 0 049 2.85 094 76.83 139 7.85 174 94.79 −0.5 060 8.27 095 67.12 140 75.06 175 0.23 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 37.78 096 45.17 141 60.71 176 91.20 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 59.15 097 69.10 142 72.32 177 50.00 1 nlFSnlR4S 063 66.53 098 88.19 143 73.89 178 56.29 0.5 Difference 064 31.64 099 25.95 144 100.00 179 48.39 0 065 14.53 110 100.00 145 36.16 190 55.86 −0.5 066 68.96 111 0.12 146 29.17 191 0.00 −1 067 17.48 112 58.82 147 25.23 192 36.61 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 54.23 113 0.64 148 65.26 193 64.77 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 8.49 114 42.57 149 88.19 194 0.00 nlFSnlR4S 0.5 080 84.19 115 41.01 160 0.00 195 7.69 Difference 081 66.72 116 68.98 161 100.00 196 84.01 0 082 22.78 117 10.92 162 84.90 197 90.98 −0.5 083 8.34 118 15.09 163 13.76 198 36.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 51.23 119 63.75 164 6.84 199 84.55 Topic Identifier 085 57.95 130 72.01 165 54.35 200 21.29 227 daedalus nlFSnlR4S AH-ROBUST-MONO-NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Dutch track − Retrieved documents vs Precision 100% 5 docs 55.00 nlFSnlR4S 10 docs 47.30 90% 15 docs 41.33 80% 20 docs 37.55 30 docs 32.10 70% 100 docs 16.60 60% 200 docs 10.03 R−Precision 500 docs 4.60 50% 1000 docs 2.43 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 42.89 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1978 Second Quartile 0.4615 Third Quartile 0.6667 Interquartile range 0.4688 Mean 0.4289 Standard Deviation 0.2845 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4289 Std With No Outliers 0.2845 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 nlFSnlR4S 0.5 041 26.09 086 56.00 131 25.00 166 0.00 Difference 0 042 16.67 087 46.15 132 61.54 167 0.00 −0.5 043 25.00 088 50.00 133 17.86 168 51.52 044 26.67 089 86.05 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 35.00 090 38.46 135 66.94 170 71.43 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 25.00 091 11.11 136 80.00 171 16.67 nlFSnlR4S 047 35.48 092 55.26 137 0.00 172 28.57 0.5 Difference 048 16.36 093 80.00 138 33.33 173 50.00 0 049 0.00 094 78.95 139 19.57 174 91.30 −0.5 060 11.54 095 61.46 140 67.36 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 39.13 096 42.11 141 50.00 176 80.00 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 50.00 097 75.00 142 72.73 177 50.00 1 nlFSnlR4S 063 53.33 098 66.67 143 68.97 178 42.86 0.5 Difference 064 37.50 099 33.33 144 100.00 179 46.77 0 065 30.43 110 100.00 145 28.57 190 61.29 −0.5 066 71.43 111 0.00 146 0.00 191 0.00 −1 067 25.00 112 60.00 147 33.33 192 53.33 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 47.83 113 3.03 148 61.90 193 57.89 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 43.14 149 66.67 194 0.00 nlFSnlR4S 0.5 080 81.72 115 46.15 160 0.00 195 0.00 Difference 081 62.96 116 72.41 161 100.00 196 66.67 0 082 20.00 117 22.22 162 72.73 197 80.67 −0.5 083 0.00 118 22.73 163 14.29 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 58.06 164 18.00 199 78.12 Topic Identifier 085 66.67 130 55.56 165 50.00 200 35.71 228 daedalus nlynlRFS3456 AH-ROBUST-MONO-NL-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Dutch; Flemish Relevant 2,717 Topic Fields title, description, narrative Relevant retrieved 2,425 Pooled false Geometric Mean Average Precision 0.2068 Average run Binary Preference (BPREF) 0.4235 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Dutch track − Interpolated Recall vs Average Precision 100% 0 75.15 nlynlRFS3456 10 69.41 90% 20 62.65 80% 30 56.93 40 51.52 70% 50 47.93 Average Precision 60% 60 40.75 70 36.35 50% 80 30.95 40% 90 23.69 30% 100 15.44 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 44.99 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1749 Second Quartile 0.4476 Third Quartile 0.6956 Interquartile range 0.5207 Mean 0.4499 Standard Deviation 0.3057 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4499 Std With No Outliers 0.3057 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 nlynlRFS3456 0.5 041 18.15 086 54.18 131 21.42 166 0.00 Difference 0 042 17.01 087 72.64 132 61.05 167 36.67 −0.5 043 46.10 088 20.83 133 20.82 168 45.73 044 28.35 089 91.14 134 100.00 169 2.37 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 39.88 090 21.43 135 73.96 170 80.30 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.87 091 6.97 136 96.67 171 11.68 nlynlRFS3456 047 32.34 092 45.21 137 2.71 172 21.05 0.5 Difference 048 17.97 093 78.42 138 40.20 173 58.33 0 049 2.90 094 77.15 139 7.85 174 94.52 −0.5 060 8.43 095 67.67 140 75.01 175 0.27 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 37.13 096 44.32 141 60.71 176 91.22 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 59.27 097 69.38 142 72.37 177 50.00 1 nlynlRFS3456 063 66.03 098 88.19 143 73.99 178 52.67 0.5 Difference 064 25.28 099 25.66 144 100.00 179 47.72 0 065 14.57 110 100.00 145 36.54 190 54.47 −0.5 066 69.20 111 0.12 146 33.33 191 0.00 −1 067 15.35 112 55.87 147 22.50 192 37.35 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 54.39 113 0.64 148 64.87 193 64.98 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 8.64 114 41.78 149 88.19 194 0.00 nlynlRFS3456 0.5 080 83.98 115 42.26 160 0.00 195 7.69 Difference 081 66.70 116 69.73 161 100.00 196 86.23 0 082 21.49 117 10.84 162 85.21 197 90.87 −0.5 083 8.12 118 15.70 163 14.26 198 41.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 51.64 119 64.55 164 6.99 199 84.20 Topic Identifier 085 57.81 130 71.81 165 59.09 200 20.18 229 daedalus nlynlRFS3456 AH-ROBUST-MONO-NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Dutch track − Retrieved documents vs Precision 100% 5 docs 54.60 nlynlRFS3456 10 docs 46.90 90% 15 docs 41.27 80% 20 docs 37.55 30 docs 32.17 70% 100 docs 16.53 60% 200 docs 10.03 R−Precision 500 docs 4.59 50% 1000 docs 2.43 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 42.85 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2113 Second Quartile 0.4730 Third Quartile 0.6667 Interquartile range 0.4554 Mean 0.4285 Standard Deviation 0.2841 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4285 Std With No Outliers 0.2841 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 nlynlRFS3456 0.5 041 26.09 086 56.00 131 22.50 166 0.00 Difference 0 042 20.83 087 53.85 132 61.54 167 0.00 −0.5 043 25.00 088 50.00 133 17.86 168 51.52 044 26.67 089 86.05 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 35.00 090 38.46 135 66.94 170 71.43 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 25.00 091 11.11 136 80.00 171 16.67 nlynlRFS3456 047 35.48 092 52.63 137 0.00 172 28.57 0.5 Difference 048 16.36 093 80.00 138 33.33 173 50.00 0 049 0.00 094 78.95 139 19.57 174 91.30 −0.5 060 11.54 095 62.13 140 67.36 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 39.13 096 42.11 141 50.00 176 80.00 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 50.00 097 75.00 142 72.73 177 50.00 1 nlynlRFS3456 063 53.33 098 66.67 143 68.97 178 42.86 0.5 Difference 064 25.00 099 33.33 144 100.00 179 46.77 0 065 30.43 110 100.00 145 28.57 190 61.29 −0.5 066 71.43 111 0.00 146 0.00 191 0.00 −1 067 25.00 112 60.00 147 33.33 192 53.33 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 47.83 113 3.03 148 61.90 193 57.89 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 43.14 149 66.67 194 0.00 nlynlRFS3456 0.5 080 81.72 115 50.00 160 0.00 195 0.00 Difference 081 62.96 116 72.41 161 100.00 196 66.67 0 082 20.00 117 22.22 162 69.70 197 80.67 −0.5 083 0.00 118 22.73 163 21.43 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 54.84 164 18.00 199 78.12 Topic Identifier 085 66.67 130 55.56 165 50.00 200 32.14 230 daedalus nlx011nlRFW4FS4 AH-ROBUST-MONO-NL-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Dutch; Flemish Relevant 2,717 Topic Fields title, description, narrative Relevant retrieved 2,429 Pooled false Geometric Mean Average Precision 0.2067 Combined run Binary Preference (BPREF) 0.4255 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Dutch track − Interpolated Recall vs Average Precision 100% 0 74.54 nlx011nlRFW4FS4 10 68.95 90% 20 63.11 80% 30 56.93 40 51.50 70% 50 48.20 Average Precision 60% 60 40.77 70 36.45 50% 80 30.71 40% 90 23.43 30% 100 15.10 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 44.88 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1716 Second Quartile 0.4429 Third Quartile 0.6904 Interquartile range 0.5188 Mean 0.4488 Standard Deviation 0.3045 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4488 Std With No Outliers 0.3045 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 nlx011nlRFW4FS4 0.5 041 18.26 086 53.84 131 21.53 166 0.00 Difference 0 042 16.95 087 72.62 132 61.35 167 36.67 −0.5 043 45.95 088 20.96 133 20.97 168 45.71 044 28.70 089 91.05 134 100.00 169 2.45 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 39.79 090 23.96 135 74.47 170 80.46 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.96 091 5.23 136 96.67 171 11.50 nlx011nlRFW4FS4 047 32.54 092 43.41 137 3.83 172 20.65 0.5 Difference 048 16.46 093 77.07 138 41.25 173 58.33 0 049 2.85 094 76.83 139 7.85 174 94.79 −0.5 060 8.27 095 67.12 140 75.06 175 0.23 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 37.78 096 45.17 141 60.71 176 91.20 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 59.15 097 69.10 142 72.32 177 50.00 1 nlx011nlRFW4FS4 063 66.53 098 88.19 143 73.89 178 56.29 0.5 Difference 064 31.64 099 25.95 144 100.00 179 48.39 0 065 14.53 110 100.00 145 36.16 190 55.86 −0.5 066 68.96 111 0.12 146 29.17 191 0.00 −1 067 16.32 112 58.82 147 25.23 192 36.61 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 45.79 113 0.64 148 65.26 193 64.77 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 8.49 114 42.57 149 88.19 194 0.00 nlx011nlRFW4FS4 0.5 080 82.77 115 36.49 160 0.00 195 7.69 Difference 081 66.72 116 68.98 161 100.00 196 84.01 0 082 22.78 117 10.92 162 84.90 197 90.98 −0.5 083 8.34 118 17.36 163 13.76 198 36.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 51.23 119 63.75 164 6.84 199 84.55 Topic Identifier 085 57.95 130 72.01 165 54.35 200 21.29 231 daedalus nlx011nlRFW4FS4 AH-ROBUST-MONO-NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Dutch track − Retrieved documents vs Precision 100% 5 docs 54.40 nlx011nlRFW4FS4 10 docs 47.10 90% 15 docs 41.33 80% 20 docs 37.55 30 docs 32.10 70% 100 docs 16.60 60% 200 docs 10.03 R−Precision 500 docs 4.60 50% 1000 docs 2.43 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 42.85 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1978 Second Quartile 0.4482 Third Quartile 0.6667 Interquartile range 0.4688 Mean 0.4285 Standard Deviation 0.2845 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4285 Std With No Outliers 0.2845 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 nlx011nlRFW4FS4 0.5 041 26.09 086 56.00 131 25.00 166 0.00 Difference 0 042 16.67 087 46.15 132 61.54 167 0.00 −0.5 043 25.00 088 50.00 133 17.86 168 51.52 044 26.67 089 86.05 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 35.00 090 38.46 135 66.94 170 71.43 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 25.00 091 11.11 136 80.00 171 16.67 nlx011nlRFW4FS4 047 35.48 092 55.26 137 0.00 172 28.57 0.5 Difference 048 16.36 093 80.00 138 33.33 173 50.00 0 049 0.00 094 78.95 139 19.57 174 91.30 −0.5 060 11.54 095 61.46 140 67.36 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 39.13 096 42.11 141 50.00 176 80.00 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 50.00 097 75.00 142 72.73 177 50.00 1 nlx011nlRFW4FS4 063 53.33 098 66.67 143 68.97 178 42.86 0.5 Difference 064 37.50 099 33.33 144 100.00 179 46.77 0 065 30.43 110 100.00 145 28.57 190 61.29 −0.5 066 71.43 111 0.00 146 0.00 191 0.00 −1 067 25.00 112 60.00 147 33.33 192 53.33 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 43.48 113 3.03 148 61.90 193 57.89 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 43.14 149 66.67 194 0.00 nlx011nlRFW4FS4 0.5 080 81.72 115 46.15 160 0.00 195 0.00 Difference 081 62.96 116 72.41 161 100.00 196 66.67 0 082 20.00 117 22.22 162 72.73 197 80.67 −0.5 083 0.00 118 22.73 163 14.29 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 58.06 164 18.00 199 78.12 Topic Identifier 085 66.67 130 55.56 165 50.00 200 35.71 232 daedalus nlFSnlR2S AH-ROBUST-MONO-NL-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Dutch; Flemish Relevant 2,717 Topic Fields title, description Relevant retrieved 2,362 Pooled false Geometric Mean Average Precision 0.1757 Mandatory TD run Binary Preference (BPREF) 0.4014 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Dutch track − Interpolated Recall vs Average Precision 100% 0 73.68 nlFSnlR2S 10 66.17 90% 20 58.24 80% 30 53.64 40 49.19 70% 50 44.61 Average Precision 60% 60 38.67 70 33.45 50% 80 28.40 40% 90 21.89 30% 100 14.51 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 42.39 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1230 Second Quartile 0.4294 Third Quartile 0.7007 Interquartile range 0.5777 Mean 0.4239 Standard Deviation 0.3140 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4239 Std With No Outliers 0.3140 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 nlFSnlR2S 0.5 041 15.07 086 51.54 131 17.26 166 0.00 Difference 0 042 17.81 087 70.14 132 56.95 167 36.67 −0.5 043 44.64 088 16.25 133 18.05 168 42.64 044 25.55 089 86.98 134 100.00 169 2.68 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 38.97 090 0.67 135 71.52 170 72.20 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 16.41 091 9.33 136 94.29 171 3.19 nlFSnlR2S 047 26.69 092 43.23 137 1.98 172 16.82 0.5 Difference 048 20.63 093 79.65 138 12.10 173 83.33 0 049 4.88 094 75.27 139 7.23 174 69.86 −0.5 060 10.05 095 60.74 140 73.83 175 0.52 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 35.07 096 38.05 141 65.00 176 90.89 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 54.68 097 63.29 142 72.32 177 50.00 1 nlFSnlR2S 063 61.33 098 88.19 143 75.32 178 43.53 0.5 Difference 064 12.50 099 19.77 144 100.00 179 47.82 0 065 3.59 110 100.00 145 34.77 190 54.51 −0.5 066 70.79 111 0.09 146 36.67 191 0.00 −1 067 12.03 112 45.79 147 24.09 192 25.69 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 52.95 113 0.46 148 62.46 193 65.84 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 6.53 114 24.36 149 83.07 194 0.00 nlFSnlR2S 0.5 080 80.25 115 30.71 160 0.00 195 2.38 Difference 081 54.82 116 64.45 161 100.00 196 81.57 0 082 9.79 117 8.14 162 85.05 197 88.70 −0.5 083 6.41 118 15.68 163 16.92 198 70.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 51.56 119 65.49 164 3.05 199 80.26 Topic Identifier 085 61.25 130 59.35 165 83.33 200 3.22 233 daedalus nlFSnlR2S AH-ROBUST-MONO-NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Dutch track − Retrieved documents vs Precision 100% 5 docs 51.60 nlFSnlR2S 10 docs 43.60 90% 15 docs 38.67 80% 20 docs 35.30 30 docs 29.97 70% 100 docs 15.48 60% 200 docs 9.44 R−Precision 500 docs 4.36 50% 1000 docs 2.36 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 39.51 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1339 Second Quartile 0.4258 Third Quartile 0.6306 Interquartile range 0.4967 Mean 0.3951 Standard Deviation 0.2889 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3951 Std With No Outliers 0.2889 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 nlFSnlR2S 0.5 041 21.74 086 50.00 131 22.50 166 0.00 Difference 0 042 20.83 087 53.85 132 46.15 167 0.00 −0.5 043 25.00 088 25.00 133 17.86 168 45.45 044 20.00 089 79.07 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 35.00 090 0.00 135 65.32 170 57.14 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 25.00 091 22.22 136 80.00 171 5.56 nlFSnlR2S 047 30.65 092 50.00 137 0.00 172 14.29 0.5 Difference 048 25.45 093 85.00 138 11.11 173 50.00 0 049 7.14 094 78.95 139 15.22 174 60.87 −0.5 060 11.54 095 58.80 140 67.36 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 34.78 096 36.84 141 50.00 176 80.00 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 50.00 097 68.75 142 72.73 177 50.00 1 nlFSnlR2S 063 53.33 098 66.67 143 72.41 178 42.86 0.5 Difference 064 12.50 099 16.67 144 100.00 179 46.77 0 065 5.80 110 100.00 145 28.57 190 61.29 −0.5 066 67.86 111 0.00 146 0.00 191 0.00 −1 067 20.00 112 50.00 147 33.33 192 40.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 47.83 113 1.52 148 59.52 193 63.16 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 31.37 149 66.67 194 0.00 nlFSnlR2S 0.5 080 78.49 115 42.31 160 0.00 195 0.00 Difference 081 62.96 116 75.86 161 100.00 196 66.67 0 082 10.00 117 11.11 162 72.73 197 78.99 −0.5 083 0.00 118 22.73 163 14.29 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.00 119 51.61 164 6.00 199 71.88 Topic Identifier 085 72.22 130 44.44 165 50.00 200 3.57 234 hummingbird humNL06Rtde AH-ROBUST-MONO-NL-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Dutch; Flemish Relevant 2,717 Topic Fields title, description Relevant retrieved 2,512 Pooled false Geometric Mean Average Precision 0.2576 same as humNL06Rtd except expansion from blind Binary Preference (BPREF) 0.4856 feedback also used Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Dutch track − Interpolated Recall vs Average Precision 100% 0 77.63 humNL06Rtde 10 73.62 90% 20 68.24 80% 30 62.71 40 57.50 70% 50 53.67 Average Precision 60% 60 48.49 70 43.09 50% 80 37.67 40% 90 29.80 30% 100 20.23 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 51.06 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2376 Second Quartile 0.5022 Third Quartile 0.7768 Interquartile range 0.5392 Mean 0.5106 Standard Deviation 0.3114 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.5106 Std With No Outliers 0.3114 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 8 Number of Topics of the Experiment 7 6 5 4 3 2 1 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humNL06Rtde 0.5 041 27.07 086 62.58 131 29.62 166 0.00 Difference 0 042 17.70 087 63.50 132 77.97 167 100.00 −0.5 043 70.42 088 25.62 133 46.34 168 60.71 044 23.54 089 94.20 134 100.00 169 0.98 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 48.27 090 46.46 135 81.34 170 85.33 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 25.63 091 14.39 136 100.00 171 38.43 humNL06Rtde 047 30.89 092 44.09 137 4.69 172 22.13 0.5 Difference 048 31.61 093 77.40 138 23.98 173 83.33 0 049 15.68 094 77.22 139 48.27 174 94.04 −0.5 060 35.47 095 65.65 140 79.20 175 0.98 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 66.37 096 34.14 141 40.62 176 94.81 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 57.91 097 68.44 142 99.95 177 11.26 1 humNL06Rtde 063 81.70 098 88.19 143 87.57 178 50.04 0.5 Difference 064 36.88 099 20.69 144 100.00 179 73.77 0 065 9.63 110 100.00 145 44.68 190 46.16 −0.5 066 67.17 111 21.54 146 75.00 191 0.00 −1 067 23.17 112 56.54 147 16.97 192 64.80 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 63.07 113 0.45 148 67.79 193 76.80 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 7.19 114 55.64 149 84.82 194 0.00 humNL06Rtde 0.5 080 80.42 115 40.54 160 0.00 195 8.33 Difference 081 82.55 116 46.24 161 100.00 196 75.35 0 082 53.33 117 16.98 162 89.09 197 83.90 −0.5 083 13.30 118 26.64 163 25.80 198 41.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.40 119 76.25 164 5.98 199 85.85 Topic Identifier 085 52.45 130 71.17 165 100.00 200 10.86 235 hummingbird humNL06Rtde AH-ROBUST-MONO-NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Dutch track − Retrieved documents vs Precision 100% 5 docs 58.20 humNL06Rtde 10 docs 51.00 90% 15 docs 46.67 80% 20 docs 42.10 30 docs 35.60 70% 100 docs 18.39 60% 200 docs 10.83 R−Precision 500 docs 4.84 50% 1000 docs 2.51 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 48.92 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2740 Second Quartile 0.5000 Third Quartile 0.6972 Interquartile range 0.4232 Mean 0.4892 Standard Deviation 0.2901 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4892 Std With No Outliers 0.2901 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humNL06Rtde 0.5 041 30.43 086 58.00 131 35.00 166 0.00 Difference 0 042 20.83 087 61.54 132 61.54 167 100.00 −0.5 043 75.00 088 25.00 133 46.43 168 57.58 044 26.67 089 90.70 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 52.50 090 50.00 135 74.19 170 85.71 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 35.42 091 11.11 136 100.00 171 44.44 humNL06Rtde 047 30.65 092 39.47 137 0.00 172 28.57 0.5 Difference 048 34.55 093 80.00 138 33.33 173 50.00 0 049 21.43 094 78.95 139 43.48 174 91.30 −0.5 060 26.92 095 62.79 140 69.44 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 65.22 096 36.84 141 25.00 176 80.00 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 55.00 097 56.25 142 97.73 177 16.67 1 humNL06Rtde 063 73.33 098 66.67 143 79.31 178 42.86 0.5 Difference 064 37.50 099 16.67 144 100.00 179 67.74 0 065 27.54 110 100.00 145 35.71 190 38.71 −0.5 066 60.71 111 35.71 146 50.00 191 0.00 −1 067 30.00 112 60.00 147 16.67 192 66.67 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 56.52 113 1.52 148 66.67 193 73.68 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 50.98 149 66.67 194 0.00 humNL06Rtde 0.5 080 80.65 115 46.15 160 0.00 195 0.00 Difference 081 70.37 116 48.28 161 100.00 196 66.67 0 082 70.00 117 11.11 162 78.79 197 74.79 −0.5 083 0.00 118 27.27 163 42.86 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 40.00 119 64.52 164 10.00 199 75.00 Topic Identifier 085 66.67 130 66.67 165 100.00 200 14.29 236 hummingbird humNL06Rtd AH-ROBUST-MONO-NL-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Dutch; Flemish Relevant 2,717 Topic Fields title, description Relevant retrieved 2,479 Pooled false Geometric Mean Average Precision 0.2281 plain SearchServer stemming run Binary Preference (BPREF) 0.4389 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Monolingual Dutch track − Interpolated Recall vs Average Precision 100% 0 78.69 humNL06Rtd 10 72.26 90% 20 63.49 80% 30 56.32 40 51.45 70% 50 47.58 Average Precision 60% 60 42.54 70 37.48 50% 80 32.42 40% 90 25.53 30% 100 17.48 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 46.47 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2009 Second Quartile 0.4424 Third Quartile 0.7455 Interquartile range 0.5446 Mean 0.4647 Standard Deviation 0.3105 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.4647 Std With No Outliers 0.3105 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 10 Number of Topics of the Experiment 8 6 4 2 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 humNL06Rtd 0.5 041 22.67 086 54.33 131 26.51 166 0.00 Difference 0 042 16.79 087 77.11 132 60.02 167 83.33 −0.5 043 65.00 088 6.76 133 18.93 168 46.53 044 26.40 089 86.07 134 100.00 169 1.56 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 41.12 090 19.26 135 66.60 170 79.81 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 24.91 091 12.88 136 100.00 171 35.39 humNL06Rtd 047 25.23 092 42.37 137 2.55 172 18.75 0.5 Difference 048 26.60 093 75.77 138 21.70 173 100.00 0 049 17.44 094 75.56 139 35.45 174 92.33 −0.5 060 26.33 095 55.11 140 75.64 175 0.79 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 57.51 096 35.78 141 31.79 176 93.48 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 57.90 097 45.53 142 99.90 177 9.08 1 humNL06Rtd 063 83.53 098 88.19 143 83.71 178 45.71 0.5 Difference 064 29.29 099 17.22 144 100.00 179 43.81 0 065 8.99 110 100.00 145 33.38 190 38.95 −0.5 066 66.23 111 20.97 146 70.00 191 0.00 −1 067 13.13 112 56.33 147 35.76 192 52.53 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 54.02 113 1.54 148 63.78 193 69.53 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 11.27 114 23.64 149 82.18 194 0.00 humNL06Rtd 0.5 080 81.30 115 27.26 160 0.00 195 1.39 Difference 081 64.45 116 50.57 161 100.00 196 73.54 0 082 44.68 117 6.93 162 84.10 197 91.11 −0.5 083 20.91 118 18.13 163 25.21 198 41.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 58.98 119 49.10 164 8.46 199 79.67 Topic Identifier 085 63.46 130 58.67 165 100.00 200 9.38 237 hummingbird humNL06Rtd AH-ROBUST-MONO-NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Monolingual Dutch track − Retrieved documents vs Precision 100% 5 docs 55.80 humNL06Rtd 10 docs 45.90 90% 15 docs 41.73 80% 20 docs 37.65 30 docs 32.23 70% 100 docs 16.90 60% 200 docs 10.24 R−Precision 500 docs 4.69 50% 1000 docs 2.48 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 44.15 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Monolingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.2111 Second Quartile 0.4221 Third Quartile 0.6667 Interquartile range 0.4556 Mean 0.4415 Standard Deviation 0.2929 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.4415 Std With No Outliers 0.2929 Ad−Hoc Robust Monolingual Dutch track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 humNL06Rtd 0.5 041 26.09 086 48.00 131 35.00 166 0.00 Difference 0 042 16.67 087 61.54 132 38.46 167 50.00 −0.5 043 50.00 088 25.00 133 17.86 168 42.42 044 26.67 089 81.40 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 50.00 090 19.23 135 66.13 170 78.57 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 35.42 091 11.11 136 100.00 171 33.33 humNL06Rtd 047 25.81 092 42.11 137 0.00 172 14.29 0.5 Difference 048 30.91 093 75.00 138 22.22 173 100.00 0 049 14.29 094 73.68 139 36.96 174 86.96 −0.5 060 26.92 095 52.49 140 69.44 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 60.87 096 36.84 141 25.00 176 85.00 Topic Identifier Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 55.00 097 43.75 142 97.73 177 0.00 1 humNL06Rtd 063 73.33 098 66.67 143 79.31 178 42.86 0.5 Difference 064 25.00 099 16.67 144 100.00 179 45.16 0 065 24.64 110 100.00 145 35.71 190 41.94 −0.5 066 67.86 111 28.57 146 50.00 191 0.00 −1 067 20.00 112 60.00 147 33.33 192 60.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 52.17 113 6.06 148 64.29 193 63.16 Ad−Hoc Robust Monolingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 27.45 149 66.67 194 0.00 humNL06Rtd 0.5 080 82.80 115 42.31 160 0.00 195 0.00 Difference 081 59.26 116 62.07 161 100.00 196 66.67 0 082 40.00 117 11.11 162 72.73 197 82.35 −0.5 083 16.67 118 18.18 163 28.57 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 40.00 119 45.16 164 12.00 199 71.88 Topic Identifier 085 72.22 130 44.44 165 100.00 200 7.14 238 colesir CoLesIRmultTst AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 17,019 Topic Fields title, description Relevant retrieved 8,877 Pooled false Geometric Mean Average Precision 0.1124 robut multilingual ENX - TEST; automatic; TD Binary Preference (BPREF) 0.3082 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 66.50 CoLesIRmultTst 10 44.44 90% 20 37.27 80% 30 30.78 40 26.89 70% 50 22.05 Average Precision 60% 60 17.04 70 13.26 50% 80 8.72 40% 90 4.73 30% 100 0.24 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 22.63 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.8997 Minimum 0.0000 First Quartile 0.0623 Second Quartile 0.1443 Third Quartile 0.3577 Interquartile range 0.2954 Mean 0.2263 Standard Deviation 0.2125 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7928 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2132 Std With No Outliers 0.1934 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 CoLesIRmultTst 0.5 041 9.77 086 11.04 131 10.65 166 0.00 Difference 0 042 27.71 087 28.80 132 43.03 167 45.96 −0.5 043 13.66 088 37.56 133 1.92 168 8.88 044 7.85 089 24.94 134 89.97 169 0.02 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 27.60 090 12.03 135 26.03 170 21.47 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 6.02 091 5.30 136 17.42 171 12.14 CoLesIRmultTst 047 7.55 092 15.72 137 4.04 172 1.11 0.5 Difference 048 3.13 093 51.94 138 15.35 173 47.48 0 049 6.99 094 57.42 139 0.74 174 83.56 −0.5 060 14.94 095 5.37 140 18.92 175 22.15 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 12.32 096 9.76 141 46.80 176 74.32 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 30.25 097 24.53 142 79.28 177 3.31 1 CoLesIRmultTst 063 44.66 098 54.59 143 18.41 178 5.19 0.5 Difference 064 18.32 099 7.00 144 36.67 179 12.38 0 065 3.72 110 59.46 145 9.93 190 5.77 −0.5 066 41.74 111 3.01 146 13.92 191 20.00 −1 067 2.33 112 37.73 147 7.18 192 6.04 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 10.25 113 0.04 148 7.00 193 20.95 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 5.58 114 19.07 149 51.29 194 3.65 CoLesIRmultTst 0.5 080 4.26 115 11.32 160 22.14 195 1.77 Difference 081 33.28 116 42.49 161 3.50 196 61.75 0 082 60.81 117 6.42 162 31.11 197 39.82 −0.5 083 12.82 118 6.82 163 40.20 198 3.70 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 8.33 119 61.41 164 0.05 199 62.78 Topic Identifier 085 23.97 130 25.74 165 34.87 200 10.97 239 colesir CoLesIRmultTst AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 43.60 CoLesIRmultTst 10 docs 43.60 90% 15 docs 41.67 80% 20 docs 40.40 30 docs 37.33 70% 100 docs 28.04 60% 200 docs 22.10 R−Precision 500 docs 13.66 50% 1000 docs 8.88 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 29.02 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.8519 Minimum 0.0000 First Quartile 0.1361 Second Quartile 0.2337 Third Quartile 0.4392 Interquartile range 0.3031 Mean 0.2902 Standard Deviation 0.1975 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.8519 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.2902 Std With No Outliers 0.1975 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 CoLesIRmultTst 0.5 041 13.10 086 25.14 131 23.22 166 0.00 Difference 0 042 45.69 087 36.48 132 48.65 167 44.00 −0.5 043 19.44 088 43.97 133 7.91 168 18.42 044 13.85 089 39.30 134 85.19 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 39.65 090 23.60 135 41.72 170 33.33 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 8.93 091 12.03 136 31.43 171 22.03 CoLesIRmultTst 047 18.69 092 28.25 137 8.00 172 3.57 0.5 Difference 048 11.81 093 59.52 138 19.33 173 48.00 0 049 16.98 094 58.68 139 4.81 174 78.16 −0.5 060 24.14 095 21.77 140 35.47 175 22.73 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 21.21 096 19.25 141 47.06 176 75.10 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 29.41 142 72.67 177 9.68 1 CoLesIRmultTst 063 53.62 098 51.72 143 34.36 178 14.17 0.5 Difference 064 25.00 099 15.10 144 46.67 179 21.77 0 065 10.36 110 64.95 145 14.52 190 13.74 −0.5 066 48.74 111 11.84 146 16.67 191 0.00 −1 067 8.76 112 46.38 147 15.74 192 13.48 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 16.67 113 1.06 148 9.33 193 27.34 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 13.04 114 28.16 149 53.85 194 12.50 CoLesIRmultTst 0.5 080 16.85 115 21.43 160 20.00 195 3.28 Difference 081 41.20 116 43.88 161 11.11 196 63.64 0 082 58.96 117 16.13 162 38.50 197 51.42 −0.5 083 23.53 118 13.04 163 49.80 198 9.09 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 18.60 119 60.51 164 1.47 199 63.52 Topic Identifier 085 37.13 130 37.59 165 42.11 200 24.63 240 daedalus ml4XRSFSen4S AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 17,019 Topic Fields title, description, narrative Relevant retrieved 9,423 Pooled false Geometric Mean Average Precision 0.1516 TDN run Binary Preference (BPREF) 0.3331 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 77.92 ml4XRSFSen4S 10 52.44 90% 20 43.46 80% 30 36.24 40 30.06 70% 50 25.01 Average Precision 60% 60 19.61 70 13.18 50% 80 7.34 40% 90 3.05 30% 100 0.24 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 25.65 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.8191 Minimum 0.0013 First Quartile 0.0802 Second Quartile 0.1834 Third Quartile 0.4191 Interquartile range 0.3390 Mean 0.2565 Standard Deviation 0.2087 Lower Outlier Threshold 0.0013 Upper Outlier Threshold 0.8191 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2565 Std With No Outliers 0.2087 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 ml4XRSFSen4S 0.5 041 16.01 086 16.64 131 16.89 166 0.29 Difference 0 042 7.68 087 38.65 132 55.33 167 42.00 −0.5 043 40.02 088 30.85 133 2.04 168 17.14 044 7.30 089 40.98 134 62.96 169 0.57 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 36.27 090 11.96 135 5.24 170 51.39 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 10.13 091 17.11 136 34.15 171 8.30 ml4XRSFSen4S 047 12.14 092 22.33 137 12.87 172 5.40 0.5 Difference 048 5.12 093 48.79 138 33.97 173 68.27 0 049 6.74 094 13.28 139 1.55 174 78.06 −0.5 060 14.96 095 7.83 140 19.57 175 43.49 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.22 096 11.59 141 71.23 176 81.91 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 29.24 097 10.48 142 56.69 177 15.87 1 ml4XRSFSen4S 063 47.20 098 44.17 143 27.00 178 3.09 0.5 Difference 064 41.83 099 8.10 144 19.54 179 26.56 0 065 3.68 110 51.70 145 48.46 190 16.33 −0.5 066 48.11 111 9.24 146 34.15 191 2.04 −1 067 7.28 112 20.16 147 6.01 192 16.20 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 11.13 113 0.14 148 4.65 193 26.04 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 13.92 114 26.94 149 68.11 194 4.59 ml4XRSFSen4S 0.5 080 22.02 115 14.55 160 6.57 195 7.94 Difference 081 48.05 116 35.79 161 0.13 196 56.20 0 082 56.61 117 3.41 162 29.00 197 44.75 −0.5 083 16.15 118 2.65 163 49.49 198 22.38 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 31.86 119 52.22 164 0.65 199 72.57 Topic Identifier 085 21.25 130 42.77 165 10.84 200 31.23 241 daedalus ml4XRSFSen4S AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 57.60 ml4XRSFSen4S 10 docs 53.10 90% 15 docs 50.67 80% 20 docs 48.40 30 docs 43.50 70% 100 docs 30.08 60% 200 docs 22.49 R−Precision 500 docs 14.28 50% 1000 docs 9.42 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 30.82 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.7959 Minimum 0.0000 First Quartile 0.1558 Second Quartile 0.2792 Third Quartile 0.4634 Interquartile range 0.3076 Mean 0.3082 Standard Deviation 0.1973 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7959 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3082 Std With No Outliers 0.1973 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 ml4XRSFSen4S 0.5 041 21.43 086 24.32 131 30.87 166 0.00 Difference 0 042 26.31 087 41.51 132 50.00 167 44.00 −0.5 043 52.78 088 36.21 133 7.91 168 27.63 044 4.62 089 46.30 134 62.96 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 49.67 090 21.35 135 12.97 170 47.62 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 17.86 091 30.38 136 40.00 171 13.56 ml4XRSFSen4S 047 17.80 092 29.00 137 20.00 172 10.71 0.5 Difference 048 14.76 093 59.52 138 36.97 173 68.00 0 049 14.15 094 22.31 139 10.90 174 72.41 −0.5 060 28.21 095 23.91 140 39.53 175 45.45 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 13.13 096 19.88 141 70.59 176 79.59 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 14.71 142 59.88 177 22.58 1 ml4XRSFSen4S 063 46.38 098 55.17 143 37.43 178 11.81 0.5 Difference 064 50.00 099 17.19 144 20.00 179 38.44 0 065 7.17 110 55.67 145 51.61 190 25.95 −0.5 066 46.57 111 17.11 146 33.33 191 0.00 −1 067 18.56 112 23.19 147 6.48 192 20.57 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 18.12 113 0.70 148 8.00 193 29.50 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 21.74 114 30.46 149 64.10 194 8.33 ml4XRSFSen4S 0.5 080 41.65 115 24.60 160 0.00 195 16.39 Difference 081 57.41 116 40.82 161 0.00 196 60.61 0 082 57.46 117 5.16 162 32.30 197 55.57 −0.5 083 20.59 118 6.52 163 54.66 198 21.21 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.21 119 53.04 164 6.16 199 68.03 Topic Identifier 085 32.04 130 45.11 165 10.53 200 33.99 242 daedalus ml5XRSFSen4S AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 17,019 Topic Fields title, description, narrative Relevant retrieved 9,450 Pooled false Geometric Mean Average Precision 0.1517 TDN run Binary Preference (BPREF) 0.3335 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 77.92 ml5XRSFSen4S 10 52.44 90% 20 43.46 80% 30 36.23 40 30.06 70% 50 25.01 Average Precision 60% 60 19.64 70 13.51 50% 80 7.28 40% 90 3.26 30% 100 0.24 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 25.67 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.8200 Minimum 0.0013 First Quartile 0.0801 Second Quartile 0.1847 Third Quartile 0.4191 Interquartile range 0.3390 Mean 0.2567 Standard Deviation 0.2088 Lower Outlier Threshold 0.0013 Upper Outlier Threshold 0.8200 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2567 Std With No Outliers 0.2088 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 ml5XRSFSen4S 0.5 041 15.99 086 16.66 131 17.02 166 0.29 Difference 0 042 7.15 087 38.85 132 55.33 167 42.00 −0.5 043 40.03 088 30.85 133 2.04 168 17.21 044 7.40 089 41.10 134 62.95 169 0.57 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 36.81 090 11.96 135 5.20 170 51.39 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 10.13 091 17.26 136 34.16 171 8.36 ml5XRSFSen4S 047 12.41 092 22.40 137 12.96 172 5.40 0.5 Difference 048 5.12 093 48.79 138 33.96 173 68.27 0 049 6.74 094 13.27 139 1.55 174 78.05 −0.5 060 14.96 095 7.78 140 19.76 175 43.48 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.22 096 11.66 141 71.32 176 82.00 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 29.23 097 10.48 142 56.69 177 15.87 1 ml5XRSFSen4S 063 47.37 098 44.15 143 27.17 178 3.09 0.5 Difference 064 41.83 099 8.10 144 19.69 179 26.64 0 065 3.71 110 51.71 145 48.47 190 16.32 −0.5 066 48.22 111 9.24 146 34.15 191 2.04 −1 067 7.28 112 20.04 147 5.99 192 16.20 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 11.07 113 0.14 148 4.65 193 26.03 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 13.90 114 26.93 149 68.11 194 4.59 ml5XRSFSen4S 0.5 080 22.24 115 14.54 160 6.57 195 7.93 Difference 081 48.05 116 35.79 161 0.13 196 56.20 0 082 56.74 117 3.49 162 29.10 197 44.37 −0.5 083 16.15 118 2.65 163 49.62 198 22.38 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 31.86 119 52.27 164 0.66 199 72.56 Topic Identifier 085 21.26 130 42.77 165 10.83 200 31.23 243 daedalus ml5XRSFSen4S AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 57.60 ml5XRSFSen4S 10 docs 53.10 90% 15 docs 50.67 80% 20 docs 48.40 30 docs 43.50 70% 100 docs 30.08 60% 200 docs 22.49 R−Precision 500 docs 14.25 50% 1000 docs 9.45 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 30.80 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.7959 Minimum 0.0000 First Quartile 0.1558 Second Quartile 0.2792 Third Quartile 0.4634 Interquartile range 0.3076 Mean 0.3080 Standard Deviation 0.1973 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7959 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3080 Std With No Outliers 0.1973 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 ml5XRSFSen4S 0.5 041 21.43 086 24.32 131 30.87 166 0.00 Difference 0 042 25.18 087 41.51 132 50.00 167 44.00 −0.5 043 52.78 088 36.21 133 7.91 168 27.63 044 4.62 089 46.30 134 62.96 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 49.67 090 21.35 135 12.97 170 47.62 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 17.86 091 30.38 136 40.00 171 13.56 ml5XRSFSen4S 047 17.80 092 29.00 137 20.00 172 10.71 0.5 Difference 048 14.76 093 59.52 138 36.97 173 68.00 0 049 14.15 094 22.31 139 10.90 174 72.41 −0.5 060 28.21 095 23.72 140 39.53 175 45.45 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 13.13 096 19.88 141 70.59 176 79.59 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 14.71 142 59.88 177 22.58 1 ml5XRSFSen4S 063 46.38 098 55.17 143 37.43 178 11.81 0.5 Difference 064 50.00 099 17.19 144 20.00 179 38.44 0 065 7.17 110 55.67 145 51.61 190 25.95 −0.5 066 46.57 111 17.11 146 33.33 191 0.00 −1 067 18.56 112 23.19 147 6.48 192 20.57 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 18.12 113 0.70 148 8.00 193 29.50 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 21.74 114 30.46 149 64.10 194 8.33 ml5XRSFSen4S 0.5 080 40.70 115 24.60 160 0.00 195 16.39 Difference 081 57.41 116 40.82 161 0.00 196 60.61 0 082 57.46 117 5.16 162 32.30 197 55.44 −0.5 083 20.59 118 6.52 163 54.66 198 21.21 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.21 119 53.04 164 6.16 199 68.03 Topic Identifier 085 32.04 130 45.11 165 10.53 200 33.99 244 daedalus ml6XRSFSen4S AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 17,019 Topic Fields title, description, narrative Relevant retrieved 9,445 Pooled false Geometric Mean Average Precision 0.1512 TDN run Binary Preference (BPREF) 0.3335 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 77.91 ml6XRSFSen4S 10 52.42 90% 20 43.45 80% 30 36.21 40 30.19 70% 50 24.99 Average Precision 60% 60 19.85 70 13.53 50% 80 7.29 40% 90 3.31 30% 100 0.24 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 25.67 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.8208 Minimum 0.0009 First Quartile 0.0799 Second Quartile 0.1856 Third Quartile 0.4191 Interquartile range 0.3393 Mean 0.2567 Standard Deviation 0.2090 Lower Outlier Threshold 0.0009 Upper Outlier Threshold 0.8208 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2567 Std With No Outliers 0.2090 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 ml6XRSFSen4S 0.5 041 15.54 086 16.58 131 16.89 166 0.29 Difference 0 042 6.26 087 38.84 132 55.33 167 41.99 −0.5 043 40.07 088 30.95 133 2.04 168 17.43 044 7.39 089 41.23 134 62.95 169 0.57 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 36.91 090 11.87 135 5.02 170 51.39 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 10.14 091 16.97 136 34.14 171 8.46 ml6XRSFSen4S 047 13.02 092 22.72 137 12.96 172 5.40 0.5 Difference 048 5.16 093 48.78 138 33.96 173 68.27 0 049 6.88 094 13.19 139 1.60 174 78.03 −0.5 060 14.96 095 7.51 140 19.80 175 43.48 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.23 096 11.82 141 71.23 176 82.08 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 28.96 097 10.47 142 56.69 177 15.87 1 ml6XRSFSen4S 063 47.37 098 44.12 143 27.25 178 3.09 0.5 Difference 064 41.83 099 8.05 144 19.69 179 26.71 0 065 3.72 110 51.72 145 48.37 190 16.22 −0.5 066 48.85 111 9.24 146 34.15 191 2.04 −1 067 7.28 112 20.02 147 5.97 192 16.21 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 11.08 113 0.14 148 4.77 193 25.96 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 13.86 114 27.02 149 68.11 194 4.59 ml6XRSFSen4S 0.5 080 21.86 115 14.63 160 6.57 195 7.92 Difference 081 48.06 116 35.79 161 0.09 196 56.19 0 082 56.64 117 3.66 162 29.21 197 43.86 −0.5 083 16.26 118 2.65 163 49.62 198 22.37 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 31.86 119 52.78 164 0.66 199 72.55 Topic Identifier 085 21.57 130 42.80 165 10.83 200 31.19 245 daedalus ml6XRSFSen4S AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 57.60 ml6XRSFSen4S 10 docs 53.10 90% 15 docs 50.67 80% 20 docs 48.40 30 docs 43.50 70% 100 docs 30.08 60% 200 docs 22.49 R−Precision 500 docs 14.17 50% 1000 docs 9.44 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 30.76 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.7959 Minimum 0.0000 First Quartile 0.1558 Second Quartile 0.2792 Third Quartile 0.4634 Interquartile range 0.3076 Mean 0.3076 Standard Deviation 0.1970 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7959 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3076 Std With No Outliers 0.1970 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 ml6XRSFSen4S 0.5 041 21.43 086 24.32 131 30.87 166 0.00 Difference 0 042 22.91 087 41.51 132 50.00 167 44.00 −0.5 043 52.78 088 36.21 133 7.91 168 27.63 044 4.62 089 46.30 134 62.96 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 47.49 090 21.35 135 12.97 170 47.62 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 17.86 091 30.38 136 40.00 171 13.56 ml6XRSFSen4S 047 19.58 092 29.00 137 20.00 172 10.71 0.5 Difference 048 14.76 093 59.52 138 36.97 173 68.00 0 049 14.15 094 22.31 139 10.90 174 72.41 −0.5 060 28.21 095 23.07 140 39.36 175 45.45 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 13.13 096 19.88 141 70.59 176 79.59 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 14.71 142 59.88 177 22.58 1 ml6XRSFSen4S 063 46.38 098 55.17 143 37.43 178 11.81 0.5 Difference 064 50.00 099 17.19 144 20.00 179 38.44 0 065 7.17 110 55.67 145 51.61 190 25.95 −0.5 066 46.57 111 17.11 146 33.33 191 0.00 −1 067 18.56 112 23.19 147 6.48 192 20.57 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 18.12 113 0.70 148 8.00 193 29.50 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 21.74 114 30.46 149 64.10 194 8.33 ml6XRSFSen4S 0.5 080 41.18 115 24.60 160 0.00 195 16.39 Difference 081 57.41 116 40.82 161 0.00 196 60.61 0 082 57.46 117 5.16 162 32.30 197 54.66 −0.5 083 20.59 118 6.52 163 54.66 198 21.21 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.21 119 53.04 164 6.16 199 68.03 Topic Identifier 085 32.04 130 45.11 165 10.53 200 33.99 246 daedalus mlRSFSen2S AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 17,019 Topic Fields title, description Relevant retrieved 8,174 Pooled false Geometric Mean Average Precision 0.1104 Mandatory TD run Binary Preference (BPREF) 0.3079 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 75.33 mlRSFSen2S 10 50.07 90% 20 39.08 80% 30 32.38 40 27.24 70% 50 21.13 Average Precision 60% 60 15.17 70 10.10 50% 80 4.67 40% 90 2.22 30% 100 0.31 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 22.67 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.7986 Minimum 0.0000 First Quartile 0.0660 Second Quartile 0.1677 Third Quartile 0.3618 Interquartile range 0.2958 Mean 0.2267 Standard Deviation 0.1964 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7986 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2267 Std With No Outliers 0.1964 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 mlRSFSen2S 0.5 041 12.28 086 7.19 131 14.69 166 0.17 Difference 0 042 0.00 087 39.77 132 56.43 167 39.48 −0.5 043 41.69 088 30.90 133 1.69 168 10.63 044 7.01 089 40.11 134 59.24 169 0.61 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 28.01 090 13.70 135 7.10 170 32.54 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 10.64 091 20.80 136 32.88 171 7.28 mlRSFSen2S 047 9.62 092 21.44 137 10.27 172 4.79 0.5 Difference 048 2.48 093 48.99 138 12.50 173 18.80 0 049 6.48 094 16.62 139 1.35 174 61.87 −0.5 060 16.57 095 6.73 140 20.36 175 54.72 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 4.71 096 11.36 141 70.09 176 79.86 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 27.90 097 6.28 142 56.87 177 16.92 1 mlRSFSen2S 063 53.47 098 40.98 143 28.10 178 3.05 0.5 Difference 064 39.58 099 6.10 144 18.38 179 26.35 0 065 2.61 110 53.38 145 46.85 190 10.72 −0.5 066 43.35 111 6.99 146 24.52 191 4.17 −1 067 5.32 112 27.09 147 1.73 192 7.03 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 3.64 113 0.02 148 2.83 193 24.31 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 10.34 114 12.26 149 49.92 194 6.37 mlRSFSen2S 0.5 080 20.59 115 14.52 160 25.89 195 3.94 Difference 081 47.94 116 32.63 161 0.00 196 53.90 0 082 44.80 117 2.42 162 22.55 197 26.32 −0.5 083 15.77 118 2.25 163 48.98 198 14.41 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 21.70 119 55.12 164 0.84 199 69.98 Topic Identifier 085 20.83 130 30.14 165 8.52 200 20.83 247 daedalus mlRSFSen2S AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 52.00 mlRSFSen2S 10 docs 49.70 90% 15 docs 46.47 80% 20 docs 44.30 30 docs 39.93 70% 100 docs 28.37 60% 200 docs 21.39 R−Precision 500 docs 13.04 50% 1000 docs 8.17 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 28.75 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.7796 Minimum 0.0000 First Quartile 0.1450 Second Quartile 0.2369 Third Quartile 0.4248 Interquartile range 0.2798 Mean 0.2875 Standard Deviation 0.1901 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.7796 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.2875 Std With No Outliers 0.1901 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 mlRSFSen2S 0.5 041 19.05 086 17.49 131 28.23 166 0.00 Difference 0 042 0.14 087 44.65 132 56.76 167 44.00 −0.5 043 47.22 088 37.07 133 6.05 168 21.05 044 7.69 089 44.36 134 59.26 169 5.26 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 40.96 090 20.22 135 22.16 170 33.33 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 18.75 091 29.11 136 40.00 171 11.86 mlRSFSen2S 047 16.91 092 31.23 137 20.00 172 14.29 0.5 Difference 048 9.59 093 59.52 138 16.81 173 16.00 0 049 16.98 094 24.79 139 10.58 174 67.82 −0.5 060 29.78 095 21.12 140 37.84 175 59.09 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 8.08 096 19.25 141 70.59 176 77.96 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 30.86 097 14.71 142 59.88 177 22.58 1 mlRSFSen2S 063 55.80 098 51.72 143 39.11 178 7.87 0.5 Difference 064 45.00 099 14.06 144 16.67 179 35.37 0 065 6.37 110 57.73 145 50.00 190 19.85 −0.5 066 48.01 111 17.11 146 33.33 191 0.00 −1 067 15.98 112 31.88 147 6.48 192 12.06 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 8.70 113 0.35 148 9.33 193 33.09 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 21.74 114 19.54 149 53.85 194 12.50 mlRSFSen2S 0.5 080 37.20 115 25.40 160 20.00 195 9.84 Difference 081 55.56 116 37.76 161 0.00 196 60.61 0 082 44.03 117 8.39 162 28.32 197 36.27 −0.5 083 17.65 118 4.35 163 52.63 198 21.21 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 32.56 119 57.48 164 6.16 199 68.03 Topic Identifier 085 31.14 130 38.35 165 15.79 200 31.53 248 jaen ujamlblr AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 17,019 Topic Fields title, description Relevant retrieved 9,442 Pooled false Geometric Mean Average Precision 0.1496 bayesian logistic regression used Binary Preference (BPREF) 0.3558 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 78.05 ujamlblr 10 53.15 90% 20 45.59 80% 30 38.04 40 30.85 70% 50 25.07 Average Precision 60% 60 19.80 70 14.10 50% 80 9.81 40% 90 5.23 30% 100 1.31 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 27.01 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0003 First Quartile 0.1019 Second Quartile 0.1831 Third Quartile 0.3981 Interquartile range 0.2962 Mean 0.2701 Standard Deviation 0.2332 Lower Outlier Threshold 0.0003 Upper Outlier Threshold 0.7789 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2502 Std With No Outliers 0.2065 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 ujamlblr 0.5 041 14.65 086 12.37 131 14.56 166 0.18 Difference 0 042 31.77 087 29.42 132 57.19 167 36.17 −0.5 043 56.54 088 17.16 133 0.59 168 10.89 044 10.70 089 37.57 134 77.89 169 1.35 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 35.28 090 14.75 135 20.98 170 17.60 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 2.18 091 8.59 136 42.46 171 6.86 ujamlblr 047 7.24 092 17.44 137 4.69 172 7.82 0.5 Difference 048 4.77 093 10.97 138 3.11 173 71.94 0 049 4.73 094 17.43 139 9.98 174 47.68 −0.5 060 19.09 095 8.66 140 13.76 175 33.44 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 14.64 096 10.60 141 74.54 176 87.45 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 24.52 097 17.83 142 86.47 177 17.86 1 ujamlblr 063 50.95 098 43.82 143 24.65 178 0.33 0.5 Difference 064 33.00 099 3.95 144 52.43 179 14.33 0 065 3.01 110 53.04 145 39.20 190 10.98 −0.5 066 74.01 111 10.40 146 17.10 191 100.00 −1 067 16.25 112 33.47 147 43.35 192 29.05 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 12.43 113 0.06 148 4.18 193 25.19 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 3.27 114 10.59 149 72.55 194 23.85 ujamlblr 0.5 080 20.82 115 13.27 160 26.88 195 16.39 Difference 081 40.83 116 38.16 161 0.03 196 54.29 0 082 40.41 117 8.61 162 43.56 197 53.26 −0.5 083 25.39 118 1.15 163 70.21 198 6.23 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 30.46 119 51.76 164 1.21 199 72.53 Topic Identifier 085 18.76 130 34.39 165 23.63 200 28.99 249 jaen ujamlblr AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 56.00 ujamlblr 10 docs 53.10 90% 15 docs 49.47 80% 20 docs 47.35 30 docs 43.27 70% 100 docs 30.49 60% 200 docs 23.25 R−Precision 500 docs 14.61 50% 1000 docs 9.44 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 32.34 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1683 Second Quartile 0.2910 Third Quartile 0.4441 Interquartile range 0.2758 Mean 0.3234 Standard Deviation 0.2089 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.8081 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3166 Std With No Outliers 0.1984 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 ujamlblr 0.5 041 20.24 086 22.68 131 26.12 166 0.00 Difference 0 042 43.14 087 36.48 132 56.76 167 40.00 −0.5 043 55.56 088 31.03 133 4.65 168 21.05 044 15.38 089 47.47 134 70.37 169 5.26 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 45.53 090 21.35 135 32.53 170 33.33 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 4.46 091 11.39 136 42.86 171 8.47 ujamlblr 047 18.69 092 27.14 137 12.00 172 17.86 0.5 Difference 048 13.28 093 16.67 138 10.08 173 64.00 0 049 10.38 094 22.31 139 16.99 174 47.13 −0.5 060 30.09 095 24.74 140 27.03 175 31.82 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 19.19 096 20.50 141 79.41 176 78.78 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 34.57 097 30.88 142 80.81 177 22.58 1 ujamlblr 063 50.72 098 55.17 143 34.36 178 3.94 0.5 Difference 064 40.00 099 10.94 144 53.33 179 19.05 0 065 10.76 110 63.92 145 40.32 190 21.37 −0.5 066 67.87 111 14.47 146 33.33 191 100.00 −1 067 28.35 112 39.13 147 47.22 192 37.59 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 23.91 113 1.41 148 9.33 193 28.06 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 6.52 114 15.52 149 66.67 194 29.17 ujamlblr 0.5 080 37.36 115 24.60 160 20.00 195 21.31 Difference 081 48.61 116 38.78 161 0.00 196 57.58 0 082 43.28 117 15.48 162 50.44 197 59.97 −0.5 083 23.53 118 6.52 163 65.18 198 9.09 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 34.88 119 54.21 164 7.04 199 70.49 Topic Identifier 085 29.04 130 42.11 165 31.58 200 37.44 250 jaen ujamlrsv2 AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 17,019 Topic Fields title, description Relevant retrieved 9,443 Pooled false Geometric Mean Average Precision 0.1569 automatic, TD, no training. Only mixed 2-step RSV Binary Preference (BPREF) 0.3619 merging Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 79.95 ujamlrsv2 10 55.42 90% 20 46.84 80% 30 38.12 40 32.13 70% 50 25.80 Average Precision 60% 60 20.01 70 14.59 50% 80 10.32 40% 90 5.66 30% 100 1.28 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 27.85 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0003 First Quartile 0.1090 Second Quartile 0.2040 Third Quartile 0.4008 Interquartile range 0.2918 Mean 0.2785 Standard Deviation 0.2323 Lower Outlier Threshold 0.0003 Upper Outlier Threshold 0.8033 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2584 Std With No Outliers 0.2049 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 ujamlrsv2 0.5 041 16.40 086 11.65 131 14.66 166 0.17 Difference 0 042 30.01 087 30.63 132 61.22 167 36.96 −0.5 043 56.67 088 18.56 133 0.50 168 13.06 044 12.37 089 41.78 134 75.25 169 1.26 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 34.83 090 19.34 135 21.08 170 34.11 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 2.34 091 8.66 136 45.35 171 7.04 ujamlrsv2 047 7.89 092 17.97 137 3.86 172 11.64 0.5 Difference 048 5.59 093 12.34 138 1.50 173 69.24 0 049 3.97 094 15.50 139 9.79 174 50.24 −0.5 060 18.70 095 8.95 140 18.88 175 28.56 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 17.98 096 11.09 141 80.33 176 86.57 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 27.89 097 18.19 142 91.82 177 20.64 1 ujamlrsv2 063 51.18 098 46.33 143 24.37 178 0.60 0.5 Difference 064 34.95 099 3.32 144 48.11 179 14.63 0 065 3.46 110 56.19 145 38.76 190 10.72 −0.5 066 75.34 111 11.08 146 43.00 191 100.00 −1 067 16.46 112 35.18 147 40.17 192 29.50 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 12.55 113 0.07 148 4.72 193 22.46 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 3.19 114 13.78 149 67.15 194 21.50 ujamlrsv2 0.5 080 20.15 115 12.53 160 24.46 195 19.27 Difference 081 40.00 116 37.72 161 0.03 196 57.96 0 082 39.71 117 9.58 162 48.46 197 53.42 −0.5 083 27.50 118 2.27 163 67.13 198 10.41 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 29.78 119 46.40 164 1.15 199 70.31 Topic Identifier 085 18.94 130 32.68 165 26.46 200 26.46 251 jaen ujamlrsv2 AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 59.20 ujamlrsv2 10 docs 54.20 90% 15 docs 51.40 80% 20 docs 48.45 30 docs 44.37 70% 100 docs 30.88 60% 200 docs 23.68 R−Precision 500 docs 14.71 50% 1000 docs 9.44 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 32.70 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1784 Second Quartile 0.3049 Third Quartile 0.4501 Interquartile range 0.2717 Mean 0.3270 Standard Deviation 0.2083 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.8488 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3202 Std With No Outliers 0.1978 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 ujamlrsv2 0.5 041 20.24 086 22.95 131 26.12 166 0.00 Difference 0 042 41.02 087 35.22 132 55.41 167 32.00 −0.5 043 52.78 088 32.76 133 4.19 168 22.37 044 16.92 089 50.58 134 70.37 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 43.36 090 22.47 135 32.93 170 42.86 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 4.46 091 11.39 136 42.86 171 10.17 ujamlrsv2 047 18.40 092 29.00 137 12.00 172 17.86 0.5 Difference 048 15.50 093 20.24 138 7.56 173 68.00 0 049 9.43 094 23.14 139 14.74 174 50.57 −0.5 060 30.09 095 24.37 140 33.61 175 31.82 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 26.26 096 20.50 141 79.41 176 77.96 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 30.88 142 84.88 177 20.97 1 ujamlrsv2 063 50.00 098 53.45 143 36.87 178 3.15 0.5 Difference 064 40.00 099 10.42 144 46.67 179 21.09 0 065 11.55 110 62.89 145 39.52 190 22.14 −0.5 066 70.40 111 15.79 146 50.00 191 100.00 −1 067 27.32 112 36.23 147 50.00 192 39.01 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.29 113 2.11 148 10.67 193 27.34 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 6.52 114 17.82 149 61.54 194 25.00 ujamlrsv2 0.5 080 36.72 115 22.22 160 20.00 195 22.95 Difference 081 48.15 116 40.82 161 0.00 196 60.61 0 082 41.04 117 15.48 162 53.54 197 60.62 −0.5 083 32.35 118 8.70 163 62.35 198 12.12 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 34.88 119 52.10 164 7.04 199 65.98 Topic Identifier 085 28.74 130 41.35 165 36.84 200 33.50 252 jaen ujamllr AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 17,019 Topic Fields title, description Relevant retrieved 9,326 Pooled false Geometric Mean Average Precision 0.1486 merging with logistic regression Binary Preference (BPREF) 0.3567 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 78.84 ujamllr 10 53.36 90% 20 45.52 80% 30 37.97 40 30.70 70% 50 24.71 Average Precision 60% 60 19.37 70 14.86 50% 80 9.62 40% 90 4.38 30% 100 1.05 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 27.11 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0003 First Quartile 0.0969 Second Quartile 0.1918 Third Quartile 0.3930 Interquartile range 0.2961 Mean 0.2711 Standard Deviation 0.2338 Lower Outlier Threshold 0.0003 Upper Outlier Threshold 0.7935 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2515 Std With No Outliers 0.2079 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 ujamllr 0.5 041 15.48 086 13.83 131 14.69 166 0.20 Difference 0 042 35.91 087 29.84 132 56.03 167 36.85 −0.5 043 57.46 088 19.50 133 0.63 168 9.99 044 10.56 089 36.07 134 79.35 169 1.46 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 37.01 090 16.04 135 20.51 170 18.17 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 1.76 091 8.25 136 43.47 171 7.06 ujamllr 047 7.67 092 15.70 137 4.79 172 11.95 0.5 Difference 048 3.64 093 10.57 138 1.86 173 73.48 0 049 4.30 094 15.98 139 8.55 174 46.97 −0.5 060 18.59 095 8.28 140 11.02 175 32.61 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 15.11 096 9.86 141 78.19 176 87.73 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 24.27 097 17.25 142 84.47 177 20.51 1 ujamllr 063 50.16 098 45.43 143 22.32 178 0.38 0.5 Difference 064 30.85 099 4.76 144 49.23 179 13.43 0 065 3.19 110 55.68 145 37.88 190 11.10 −0.5 066 71.97 111 9.52 146 32.65 191 100.00 −1 067 16.83 112 34.34 147 43.32 192 27.49 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 13.54 113 0.03 148 3.55 193 26.15 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 2.63 114 10.90 149 72.62 194 23.57 ujamllr 0.5 080 21.82 115 12.37 160 15.62 195 17.30 Difference 081 40.72 116 33.46 161 0.03 196 52.68 0 082 43.06 117 9.01 162 42.93 197 53.89 −0.5 083 28.30 118 1.17 163 69.69 198 8.76 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 28.08 119 54.71 164 1.18 199 72.01 Topic Identifier 085 18.86 130 33.26 165 26.07 200 29.40 253 jaen ujamllr AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 59.00 ujamllr 10 docs 54.20 90% 15 docs 50.47 80% 20 docs 47.30 30 docs 43.87 70% 100 docs 30.51 60% 200 docs 23.26 R−Precision 500 docs 14.52 50% 1000 docs 9.33 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 32.42 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1667 Second Quartile 0.2910 Third Quartile 0.4596 Interquartile range 0.2930 Mean 0.3242 Standard Deviation 0.2112 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.8023 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3174 Std With No Outliers 0.2009 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 ujamllr 0.5 041 20.24 086 24.04 131 25.86 166 0.00 Difference 0 042 46.39 087 36.48 132 58.11 167 32.00 −0.5 043 52.78 088 31.90 133 5.58 168 21.71 044 15.38 089 46.69 134 70.37 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 45.53 090 22.47 135 32.53 170 33.33 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 4.46 091 11.39 136 42.86 171 8.47 ujamllr 047 18.99 092 27.51 137 12.00 172 21.43 0.5 Difference 048 12.92 093 16.67 138 8.40 173 68.00 0 049 9.43 094 23.14 139 15.38 174 48.28 −0.5 060 29.47 095 24.00 140 25.17 175 36.36 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 19.19 096 20.50 141 79.41 176 78.37 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 34.57 097 30.88 142 80.23 177 20.97 1 ujamllr 063 50.00 098 55.17 143 34.92 178 3.94 0.5 Difference 064 40.00 099 11.98 144 50.00 179 18.71 0 065 10.36 110 63.92 145 38.71 190 21.37 −0.5 066 66.79 111 15.79 146 33.33 191 100.00 −1 067 28.35 112 39.13 147 48.15 192 34.75 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 22.46 113 1.41 148 9.33 193 28.06 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 6.52 114 16.67 149 71.79 194 29.17 ujamllr 0.5 080 38.00 115 23.02 160 20.00 195 22.95 Difference 081 50.00 116 38.78 161 0.00 196 60.61 0 082 44.78 117 14.84 162 49.12 197 60.23 −0.5 083 26.47 118 8.70 163 66.80 198 9.09 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 32.56 119 58.18 164 7.33 199 70.90 Topic Identifier 085 29.04 130 42.11 165 31.58 200 36.45 254 reina reinaES2mtdtest AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 17,019 Topic Fields title, description Relevant retrieved 7,862 Pooled false Geometric Mean Average Precision 0.1325 MT + local expansion with term windows, title+desc Binary Preference (BPREF) 0.2797 fields Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 80.24 reinaES2mtdtest 10 51.52 90% 20 40.44 80% 30 31.59 40 22.33 70% 50 14.29 Average Precision 60% 60 8.29 70 1.88 50% 80 0.62 40% 90 0.55 30% 100 0.50 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 19.96 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.5565 Minimum 0.0045 First Quartile 0.0867 Second Quartile 0.1758 Third Quartile 0.2945 Interquartile range 0.2078 Mean 0.1996 Standard Deviation 0.1450 Lower Outlier Threshold 0.0045 Upper Outlier Threshold 0.5565 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.1996 Std With No Outliers 0.1450 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaES2mtdtest 0.5 041 15.49 086 12.94 131 21.46 166 0.45 Difference 0 042 18.25 087 45.40 132 4.15 167 30.28 −0.5 043 13.96 088 18.99 133 1.89 168 11.68 044 9.46 089 10.58 134 37.59 169 0.68 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 26.47 090 6.03 135 32.33 170 15.45 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 3.55 091 4.92 136 20.72 171 9.64 reinaES2mtdtest 047 10.39 092 16.41 137 13.53 172 0.68 0.5 Difference 048 0.91 093 15.00 138 6.04 173 41.73 0 049 5.79 094 17.72 139 3.01 174 27.10 −0.5 060 12.01 095 8.42 140 13.19 175 19.97 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 2.29 096 4.66 141 45.94 176 53.62 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 21.41 097 23.53 142 34.03 177 17.45 1 reinaES2mtdtest 063 24.25 098 34.85 143 28.62 178 14.41 0.5 Difference 064 23.68 099 1.58 144 48.98 179 26.97 0 065 5.85 110 38.04 145 46.02 190 0.69 −0.5 066 55.65 111 11.32 146 8.91 191 50.00 −1 067 6.17 112 22.62 147 22.88 192 31.33 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 1.77 113 2.17 148 2.47 193 14.46 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 26.68 114 10.03 149 22.11 194 16.12 reinaES2mtdtest 0.5 080 18.62 115 17.37 160 23.40 195 15.33 Difference 081 27.26 116 9.41 161 18.35 196 35.03 0 082 30.47 117 10.34 162 39.46 197 48.93 −0.5 083 18.98 118 4.96 163 36.51 198 5.88 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 26.01 119 46.57 164 4.48 199 46.89 Topic Identifier 085 40.58 130 35.78 165 31.33 200 18.09 255 reina reinaES2mtdtest AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 51.40 reinaES2mtdtest 10 docs 47.00 90% 15 docs 45.47 80% 20 docs 43.65 30 docs 40.20 70% 100 docs 28.36 60% 200 docs 21.31 R−Precision 500 docs 12.74 50% 1000 docs 7.86 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 27.60 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.6082 Minimum 0.0000 First Quartile 0.1500 Second Quartile 0.2833 Third Quartile 0.3652 Interquartile range 0.2153 Mean 0.2760 Standard Deviation 0.1533 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.6082 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.2760 Std With No Outliers 0.1533 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 15 Number of Topics of the Experiment 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaES2mtdtest 0.5 041 22.62 086 24.59 131 34.04 166 0.00 Difference 0 042 35.22 087 50.94 132 9.46 167 40.00 −0.5 043 30.56 088 36.21 133 6.51 168 23.68 044 10.77 089 22.96 134 37.04 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 38.34 090 13.48 135 40.32 170 19.05 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 6.25 091 8.23 136 25.71 171 15.25 reinaES2mtdtest 047 21.66 092 23.79 137 16.00 172 0.00 0.5 Difference 048 4.80 093 26.19 138 17.65 173 44.00 0 049 12.26 094 29.75 139 6.73 174 31.03 −0.5 060 24.14 095 24.93 140 28.89 175 31.82 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 6.06 096 13.04 141 52.94 176 60.82 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 29.63 097 35.29 142 35.47 177 24.19 1 reinaES2mtdtest 063 33.33 098 43.10 143 44.97 178 27.56 0.5 Difference 064 35.00 099 8.85 144 56.67 179 35.37 0 065 14.74 110 52.58 145 50.00 190 4.58 −0.5 066 59.21 111 21.05 146 16.67 191 0.00 −1 067 13.40 112 31.88 147 34.26 192 35.46 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 6.52 113 8.80 148 10.67 193 23.74 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 32.61 114 17.24 149 30.77 194 29.17 reinaES2mtdtest 0.5 080 37.04 115 28.57 160 20.00 195 32.79 Difference 081 43.06 116 24.49 161 22.22 196 42.42 0 082 35.82 117 16.77 162 51.77 197 55.96 −0.5 083 32.35 118 13.04 163 44.94 198 9.09 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 34.88 119 51.64 164 14.37 199 59.02 Topic Identifier 085 47.90 130 46.62 165 36.84 200 28.08 256 reina reinaES2mttest AH-ROBUST-MULTI-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Spanish; Castilian Relevant 17,019 Topic Fields title Relevant retrieved 7,300 Pooled false Geometric Mean Average Precision 0.1071 MT + local expansion with term windows, only title Binary Preference (BPREF) 0.2708 field Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Multilingual track − Interpolated Recall vs Average Precision 100% 0 73.13 reinaES2mttest 10 46.55 90% 20 37.18 80% 30 26.79 40 18.60 70% 50 12.08 Average Precision 60% 60 5.51 70 1.14 50% 80 0.24 40% 90 0.17 30% 100 0.12 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 17.31 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.5660 Minimum 0.0018 First Quartile 0.0628 Second Quartile 0.1450 Third Quartile 0.2773 Interquartile range 0.2145 Mean 0.1731 Standard Deviation 0.1361 Lower Outlier Threshold 0.0018 Upper Outlier Threshold 0.5660 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.1731 Std With No Outliers 0.1361 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaES2mttest 0.5 041 14.75 086 12.39 131 16.98 166 0.40 Difference 0 042 7.95 087 44.64 132 1.92 167 34.24 −0.5 043 4.89 088 18.25 133 2.16 168 15.29 044 7.74 089 10.97 134 17.32 169 0.96 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 30.50 090 5.07 135 35.25 170 9.02 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 2.37 091 7.42 136 22.98 171 6.65 reinaES2mttest 047 10.26 092 13.71 137 15.86 172 1.06 0.5 Difference 048 0.68 093 11.97 138 1.01 173 41.75 0 049 4.85 094 8.99 139 3.11 174 12.44 −0.5 060 10.02 095 2.21 140 14.56 175 13.69 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 2.47 096 5.69 141 40.24 176 53.96 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 14.45 097 21.31 142 34.62 177 17.20 1 reinaES2mttest 063 32.82 098 34.99 143 24.81 178 15.42 0.5 Difference 064 18.12 099 6.03 144 37.02 179 28.07 0 065 6.53 110 30.83 145 49.94 190 0.35 −0.5 066 56.60 111 9.03 146 28.18 191 12.50 −1 067 2.45 112 13.38 147 13.65 192 10.27 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 6.56 113 0.55 148 2.92 193 7.96 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 16.19 114 4.70 149 21.35 194 0.18 reinaES2mttest 0.5 080 23.77 115 14.58 160 21.79 195 17.69 Difference 081 19.58 116 10.82 161 28.15 196 30.72 0 082 34.97 117 3.48 162 23.58 197 36.95 −0.5 083 18.87 118 5.90 163 27.39 198 2.82 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 29.44 119 26.02 164 7.64 199 42.57 Topic Identifier 085 33.51 130 40.61 165 32.35 200 20.47 257 reina reinaES2mttest AH-ROBUST-MULTI-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Multilingual track − Retrieved documents vs Precision 100% 5 docs 46.80 reinaES2mttest 10 docs 44.40 90% 15 docs 41.00 80% 20 docs 40.35 30 docs 36.67 70% 100 docs 25.67 60% 200 docs 19.39 R−Precision 500 docs 11.76 50% 1000 docs 7.30 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 25.14 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Multilingual track − Box plot of the Topics of the Experiment Maximum 0.6029 Minimum 0.0000 First Quartile 0.1310 Second Quartile 0.2396 Third Quartile 0.3614 Interquartile range 0.2305 Mean 0.2514 Standard Deviation 0.1497 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.6029 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.2514 Std With No Outliers 0.1497 Ad−Hoc Robust Multilingual track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaES2mttest 0.5 041 23.81 086 24.86 131 31.40 166 0.00 Difference 0 042 24.05 087 55.35 132 1.35 167 36.00 −0.5 043 11.11 088 33.62 133 9.30 168 23.03 044 10.77 089 22.18 134 29.63 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 42.92 090 15.73 135 41.52 170 19.05 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 6.25 091 12.66 136 28.57 171 11.86 reinaES2mttest 047 20.47 092 24.91 137 24.00 172 3.57 0.5 Difference 048 5.90 093 21.43 138 4.20 173 44.00 0 049 11.32 094 19.83 139 6.73 174 20.69 −0.5 060 21.00 095 13.40 140 26.69 175 18.18 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 9.09 096 14.91 141 50.00 176 60.00 Topic Identifier Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 29.63 097 35.29 142 35.47 177 22.58 1 reinaES2mttest 063 44.93 098 43.10 143 40.50 178 29.92 0.5 Difference 064 15.00 099 15.10 144 46.67 179 36.73 0 065 13.15 110 45.36 145 50.81 190 2.29 −0.5 066 60.29 111 18.42 146 33.33 191 0.00 −1 067 5.15 112 24.64 147 24.07 192 17.73 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 13.04 113 5.63 148 10.67 193 14.39 Ad−Hoc Robust Multilingual track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 23.91 114 10.34 149 28.21 194 0.00 reinaES2mttest 0.5 080 42.29 115 26.19 160 20.00 195 32.79 Difference 081 33.80 116 24.49 161 22.22 196 36.36 0 082 41.04 117 12.26 162 36.28 197 50.52 −0.5 083 32.35 118 15.22 163 35.22 198 12.12 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.21 119 37.62 164 18.48 199 56.15 Topic Identifier 085 44.01 130 48.87 165 36.84 200 30.05 258 colesir CoLesIRendeTst AH-ROBUST-BILI-X2DE-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 3,641 Topic Fields title, description Relevant retrieved 2,599 Pooled false Geometric Mean Average Precision 0.0431 robust bilingual EN2DE - TEST; automatic; TD Binary Preference (BPREF) 0.3157 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual German track − Interpolated Recall vs Average Precision 100% 0 51.63 CoLesIRendeTst 10 40.98 90% 20 36.31 80% 30 32.49 40 29.44 70% 50 27.38 Average Precision 60% 60 22.85 70 19.63 50% 80 16.50 40% 90 10.66 30% 100 6.45 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 25.24 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 0.9764 Minimum 0.0000 First Quartile 0.0138 Second Quartile 0.1300 Third Quartile 0.4951 Interquartile range 0.4813 Mean 0.2524 Standard Deviation 0.2761 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.9764 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2524 Std With No Outliers 0.2761 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 40 Number of Topics of the Experiment 35 30 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 CoLesIRendeTst 0.5 041 6.43 086 17.63 131 3.50 166 0.24 Difference 0 042 57.68 087 14.87 132 62.35 167 88.75 −0.5 043 0.08 088 41.72 133 0.04 168 5.61 044 0.00 089 33.88 134 86.38 169 0.07 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 54.02 090 10.47 135 4.84 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 3.48 091 5.31 136 0.00 171 19.05 CoLesIRendeTst 047 0.55 092 13.11 137 11.11 172 0.90 0.5 Difference 048 0.37 093 69.93 138 34.32 173 67.03 0 049 4.60 094 49.65 139 0.14 174 92.67 −0.5 060 28.29 095 8.38 140 4.64 175 50.58 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 9.45 096 9.48 141 53.86 176 77.03 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 51.67 097 17.23 142 71.14 177 3.15 1 CoLesIRendeTst 063 40.83 098 47.24 143 22.64 178 0.00 0.5 Difference 064 50.00 099 1.02 144 0.00 179 9.41 0 065 1.34 110 51.76 145 19.46 190 16.76 −0.5 066 62.87 111 1.43 146 0.00 191 0.00 −1 067 1.80 112 66.27 147 3.36 192 9.58 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 15.16 113 0.44 148 3.40 193 43.97 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 11.67 114 16.53 149 97.64 194 55.00 CoLesIRendeTst 0.5 080 15.19 115 6.25 160 33.33 195 0.10 Difference 081 35.10 116 49.38 161 0.00 196 95.83 0 082 25.62 117 8.64 162 33.50 197 58.31 −0.5 083 17.72 118 0.22 163 12.90 198 0.09 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 10.00 119 61.26 164 0.03 199 70.56 Topic Identifier 085 40.48 130 0.01 165 53.57 200 0.93 259 colesir CoLesIRendeTst AH-ROBUST-BILI-X2DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual German track − Retrieved documents vs Precision 100% 5 docs 32.60 CoLesIRendeTst 10 docs 28.70 90% 15 docs 25.80 80% 20 docs 24.90 30 docs 22.80 70% 100 docs 13.54 60% 200 docs 9.02 R−Precision 500 docs 4.58 50% 1000 docs 2.60 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 26.40 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 0.9167 Minimum 0.0000 First Quartile 0.0000 Second Quartile 0.1820 Third Quartile 0.4853 Interquartile range 0.4853 Mean 0.2640 Standard Deviation 0.2701 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 0.9167 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.2640 Std With No Outliers 0.2701 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 40 Number of Topics of the Experiment 35 30 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 CoLesIRendeTst 0.5 041 7.14 086 24.32 131 12.12 166 0.00 Difference 0 042 61.79 087 17.65 132 71.43 167 75.00 −0.5 043 0.00 088 55.17 133 0.91 168 5.88 044 0.00 089 42.07 134 85.71 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 53.77 090 18.75 135 8.05 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 6.25 136 0.00 171 37.50 CoLesIRendeTst 047 2.08 092 14.71 137 0.00 172 0.00 0.5 Difference 048 0.00 093 77.78 138 29.03 173 70.00 0 049 16.67 094 50.00 139 0.00 174 83.33 −0.5 060 40.35 095 13.64 140 13.58 175 54.55 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 11.63 096 11.11 141 62.50 176 72.97 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 44.44 097 26.67 142 76.92 177 0.00 1 CoLesIRendeTst 063 42.11 098 44.00 143 22.22 178 0.00 0.5 Difference 064 0.00 099 4.49 144 0.00 179 8.16 0 065 6.15 110 58.33 145 20.00 190 28.07 −0.5 066 66.67 111 0.00 146 0.00 191 0.00 −1 067 2.00 112 57.14 147 6.90 192 19.23 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.45 113 0.00 148 8.33 193 47.06 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 14.29 114 21.43 149 91.67 194 50.00 CoLesIRendeTst 0.5 080 22.50 115 12.50 160 0.00 195 0.00 Difference 081 40.00 116 54.84 161 0.00 196 83.33 0 082 25.93 117 11.11 162 33.33 197 59.84 −0.5 083 33.33 118 0.00 163 19.15 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 20.00 119 55.21 164 0.00 199 77.08 Topic Identifier 085 45.95 130 0.00 165 50.00 200 1.52 260 daedalus deFSdeRSen2S AH-ROBUST-BILI-X2DE-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 3,641 Topic Fields title, description Relevant retrieved 2,509 Pooled false Geometric Mean Average Precision 0.0518 Mandatory TD run Binary Preference (BPREF) 0.3621 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual German track − Interpolated Recall vs Average Precision 100% 0 57.35 deFSdeRSen2S 10 48.42 90% 20 42.04 80% 30 37.78 40 35.25 70% 50 32.00 Average Precision 60% 60 26.64 70 22.26 50% 80 16.48 40% 90 11.93 30% 100 6.67 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 29.16 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0205 Second Quartile 0.1632 Third Quartile 0.5251 Interquartile range 0.5046 Mean 0.2916 Standard Deviation 0.2956 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2916 Std With No Outliers 0.2956 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 40 Number of Topics of the Experiment 35 30 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 deFSdeRSen2S 0.5 041 2.01 086 16.50 131 22.46 166 0.46 Difference 0 042 72.86 087 25.69 132 73.99 167 70.00 −0.5 043 7.14 088 45.22 133 0.51 168 7.71 044 0.00 089 36.30 134 69.89 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 60.38 090 12.68 135 2.09 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 18.95 091 0.13 136 52.01 171 3.93 deFSdeRSen2S 047 0.92 092 16.13 137 50.00 172 0.00 0.5 Difference 048 0.94 093 65.49 138 14.50 173 88.56 0 049 3.07 094 10.58 139 0.21 174 67.87 −0.5 060 21.16 095 1.79 140 0.19 175 82.70 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 12.73 096 11.73 141 75.00 176 87.86 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 42.90 097 5.67 142 36.45 177 14.61 1 deFSdeRSen2S 063 51.94 098 40.61 143 15.50 178 0.10 0.5 Difference 064 100.00 099 0.08 144 0.00 179 36.16 0 065 0.00 110 36.77 145 58.46 190 51.30 −0.5 066 77.99 111 2.48 146 0.00 191 0.00 −1 067 7.53 112 56.43 147 11.78 192 0.49 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 17.24 113 0.59 148 0.26 193 50.13 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 12.93 114 8.90 149 78.45 194 83.33 deFSdeRSen2S 0.5 080 48.13 115 4.59 160 100.00 195 8.98 Difference 081 57.15 116 53.37 161 0.00 196 53.00 0 082 73.88 117 8.03 162 48.38 197 57.88 −0.5 083 17.61 118 5.92 163 20.77 198 0.01 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 10.00 119 44.62 164 0.31 199 72.34 Topic Identifier 085 60.51 130 17.27 165 37.88 200 3.88 261 daedalus deFSdeRSen2S AH-ROBUST-BILI-X2DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual German track − Retrieved documents vs Precision 100% 5 docs 38.20 deFSdeRSen2S 10 docs 32.20 90% 15 docs 29.47 80% 20 docs 28.00 30 docs 24.87 70% 100 docs 14.11 60% 200 docs 9.07 R−Precision 500 docs 4.50 50% 1000 docs 2.51 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 30.15 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0308 Second Quartile 0.2192 Third Quartile 0.5381 Interquartile range 0.5073 Mean 0.3015 Standard Deviation 0.2783 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3015 Std With No Outliers 0.2783 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 deFSdeRSen2S 0.5 041 3.57 086 24.32 131 31.82 166 0.00 Difference 0 042 66.51 087 23.53 132 75.00 167 50.00 −0.5 043 0.00 088 53.45 133 3.64 168 5.88 044 0.00 089 43.45 134 71.43 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 61.32 090 18.75 135 3.45 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 20.00 091 3.12 136 42.86 171 0.00 deFSdeRSen2S 047 2.08 092 20.59 137 0.00 172 0.00 0.5 Difference 048 5.45 093 72.22 138 16.13 173 80.00 0 049 5.56 094 18.75 139 0.00 174 63.89 −0.5 060 31.58 095 4.55 140 2.47 175 72.73 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 23.26 096 18.52 141 75.00 176 78.38 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 13.33 142 40.00 177 14.29 1 deFSdeRSen2S 063 63.16 098 60.00 143 26.98 178 0.00 0.5 Difference 064 100.00 099 0.00 144 0.00 179 38.78 0 065 0.00 110 50.00 145 50.00 190 56.14 −0.5 066 70.59 111 0.00 146 0.00 191 0.00 −1 067 18.00 112 50.00 147 17.24 192 0.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.45 113 0.00 148 0.00 193 52.94 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 28.57 114 10.71 149 75.00 194 50.00 deFSdeRSen2S 0.5 080 54.17 115 12.50 160 100.00 195 27.59 Difference 081 60.00 116 54.84 161 0.00 196 50.00 0 082 70.37 117 17.78 162 54.17 197 56.56 −0.5 083 11.11 118 11.11 163 25.53 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 20.00 119 47.92 164 1.39 199 70.83 Topic Identifier 085 56.76 130 26.67 165 50.00 200 3.03 262 daedalus deFSdeRSen4S AH-ROBUST-BILI-X2DE-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 3,641 Topic Fields title, description, narrative Relevant retrieved 2,626 Pooled false Geometric Mean Average Precision 0.0601 TDN run Binary Preference (BPREF) 0.3831 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual German track − Interpolated Recall vs Average Precision 100% 0 61.37 deFSdeRSen4S 10 51.30 90% 20 45.20 80% 30 40.30 40 37.71 70% 50 34.99 Average Precision 60% 60 30.52 70 26.39 50% 80 19.39 40% 90 13.60 30% 100 7.09 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 32.22 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0214 Second Quartile 0.1928 Third Quartile 0.5991 Interquartile range 0.5777 Mean 0.3222 Standard Deviation 0.3078 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3222 Std With No Outliers 0.3078 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 deFSdeRSen4S 0.5 041 0.86 086 19.25 131 23.25 166 0.50 Difference 0 042 74.47 087 28.23 132 65.65 167 73.33 −0.5 043 10.21 088 49.05 133 1.87 168 8.75 044 0.00 089 39.17 134 64.69 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 59.95 090 12.81 135 0.57 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 21.33 091 0.07 136 62.26 171 8.60 deFSdeRSen4S 047 4.45 092 16.57 137 33.33 172 0.00 0.5 Difference 048 1.07 093 74.42 138 59.87 173 93.19 0 049 4.19 094 6.56 139 0.30 174 86.30 −0.5 060 18.00 095 2.41 140 0.12 175 86.13 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 16.70 096 10.84 141 75.00 176 91.94 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 33.73 097 9.69 142 36.29 177 14.89 1 deFSdeRSen4S 063 53.71 098 43.57 143 14.88 178 0.16 0.5 Difference 064 100.00 099 1.12 144 0.00 179 41.18 0 065 0.07 110 48.33 145 70.29 190 54.36 −0.5 066 76.81 111 4.41 146 0.00 191 0.00 −1 067 9.27 112 64.95 147 17.61 192 8.09 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 19.32 113 1.56 148 0.26 193 53.70 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 37.69 114 18.69 149 85.07 194 70.00 deFSdeRSen4S 0.5 080 51.53 115 27.99 160 100.00 195 23.17 Difference 081 58.36 116 66.29 161 0.00 196 79.08 0 082 81.23 117 14.30 162 45.99 197 55.50 −0.5 083 21.99 118 1.81 163 15.17 198 0.03 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 46.26 164 0.24 199 75.54 Topic Identifier 085 68.08 130 64.08 165 17.28 200 12.42 263 daedalus deFSdeRSen4S AH-ROBUST-BILI-X2DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual German track − Retrieved documents vs Precision 100% 5 docs 41.80 deFSdeRSen4S 10 docs 37.30 90% 15 docs 33.67 80% 20 docs 30.90 30 docs 27.27 70% 100 docs 15.24 60% 200 docs 9.81 R−Precision 500 docs 4.78 50% 1000 docs 2.63 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 33.20 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0473 Second Quartile 0.2520 Third Quartile 0.5819 Interquartile range 0.5347 Mean 0.3320 Standard Deviation 0.2900 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3320 Std With No Outliers 0.2900 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 deFSdeRSen4S 0.5 041 7.14 086 26.13 131 34.85 166 0.00 Difference 0 042 68.87 087 23.53 132 64.29 167 50.00 −0.5 043 0.00 088 58.62 133 7.27 168 11.76 044 0.00 089 46.21 134 57.14 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 58.49 090 18.75 135 0.00 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 20.00 091 0.00 136 57.14 171 12.50 deFSdeRSen4S 047 6.25 092 14.71 137 0.00 172 0.00 0.5 Difference 048 3.64 093 75.00 138 67.74 173 80.00 0 049 5.56 094 15.62 139 0.00 174 80.56 −0.5 060 24.56 095 5.45 140 0.00 175 81.82 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 27.91 096 18.52 141 75.00 176 87.84 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 20.00 142 40.00 177 14.29 1 deFSdeRSen4S 063 55.26 098 60.00 143 25.40 178 0.00 0.5 Difference 064 100.00 099 1.12 144 0.00 179 42.86 0 065 0.00 110 54.17 145 70.00 190 57.89 −0.5 066 68.63 111 12.50 146 0.00 191 0.00 −1 067 16.00 112 64.29 147 27.59 192 15.38 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 22.73 113 4.00 148 0.00 193 55.88 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 42.86 114 21.43 149 83.33 194 50.00 deFSdeRSen4S 0.5 080 54.17 115 33.33 160 100.00 195 31.03 Difference 081 64.00 116 64.52 161 0.00 196 66.67 0 082 77.78 117 20.00 162 54.17 197 56.56 −0.5 083 33.33 118 0.00 163 23.40 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 47.92 164 1.39 199 75.00 Topic Identifier 085 62.16 130 60.00 165 25.00 200 18.18 264 daedalus deFSdeRSen3S AH-ROBUST-BILI-X2DE-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 3,641 Topic Fields title, description, narrative Relevant retrieved 2,668 Pooled false Geometric Mean Average Precision 0.0659 TDN run Binary Preference (BPREF) 0.3854 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual German track − Interpolated Recall vs Average Precision 100% 0 62.71 deFSdeRSen3S 10 50.79 90% 20 45.76 80% 30 41.14 40 38.05 70% 50 35.02 Average Precision 60% 60 30.06 70 26.60 50% 80 19.80 40% 90 14.48 30% 100 7.45 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 32.44 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0409 Second Quartile 0.2000 Third Quartile 0.5851 Interquartile range 0.5442 Mean 0.3244 Standard Deviation 0.3075 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3244 Std With No Outliers 0.3075 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 deFSdeRSen3S 0.5 041 0.90 086 20.37 131 25.79 166 0.94 Difference 0 042 74.09 087 28.55 132 61.56 167 74.09 −0.5 043 13.70 088 53.56 133 5.48 168 7.43 044 0.00 089 39.36 134 64.69 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 57.93 090 12.81 135 1.92 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 25.76 091 0.17 136 62.26 171 10.35 deFSdeRSen3S 047 4.78 092 17.97 137 33.33 172 0.00 0.5 Difference 048 1.02 093 75.51 138 70.39 173 93.87 0 049 4.27 094 6.01 139 0.25 174 87.74 −0.5 060 18.33 095 9.33 140 0.19 175 83.90 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 3.96 096 10.29 141 75.00 176 93.63 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 38.59 097 10.99 142 36.42 177 1.02 1 deFSdeRSen3S 063 56.50 098 43.79 143 19.63 178 0.22 0.5 Difference 064 100.00 099 0.74 144 0.00 179 42.93 0 065 1.87 110 52.78 145 60.88 190 53.22 −0.5 066 77.29 111 4.23 146 0.00 191 0.00 −1 067 9.36 112 67.21 147 7.28 192 14.52 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 16.24 113 9.16 148 0.25 193 50.56 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 18.71 114 26.62 149 91.58 194 59.09 deFSdeRSen3S 0.5 080 50.01 115 21.64 160 100.00 195 14.89 Difference 081 50.85 116 67.12 161 0.00 196 86.81 0 082 67.66 117 14.86 162 48.12 197 55.49 −0.5 083 16.95 118 1.88 163 36.00 198 0.17 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 46.07 164 0.26 199 76.18 Topic Identifier 085 73.18 130 61.35 165 35.19 200 15.89 265 daedalus deFSdeRSen3S AH-ROBUST-BILI-X2DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual German track − Retrieved documents vs Precision 100% 5 docs 42.80 deFSdeRSen3S 10 docs 38.00 90% 15 docs 34.40 80% 20 docs 31.85 30 docs 27.80 70% 100 docs 15.61 60% 200 docs 9.99 R−Precision 500 docs 4.89 50% 1000 docs 2.67 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 33.16 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0441 Second Quartile 0.2520 Third Quartile 0.5714 Interquartile range 0.5273 Mean 0.3316 Standard Deviation 0.2881 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3316 Std With No Outliers 0.2881 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 deFSdeRSen3S 0.5 041 7.14 086 30.63 131 36.36 166 0.00 Difference 0 042 70.28 087 23.53 132 53.57 167 50.00 −0.5 043 0.00 088 60.34 133 10.91 168 5.88 044 0.00 089 47.59 134 57.14 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 59.43 090 18.75 135 5.75 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 30.00 091 3.12 136 57.14 171 25.00 deFSdeRSen3S 047 4.17 092 23.53 137 0.00 172 0.00 0.5 Difference 048 3.64 093 75.00 138 70.97 173 80.00 0 049 5.56 094 12.50 139 0.00 174 80.56 −0.5 060 28.07 095 12.73 140 2.47 175 72.73 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 4.65 096 11.11 141 75.00 176 87.84 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 44.44 097 20.00 142 40.00 177 0.00 1 deFSdeRSen3S 063 57.89 098 56.00 143 25.40 178 0.00 0.5 Difference 064 100.00 099 0.00 144 0.00 179 44.90 0 065 9.23 110 54.17 145 60.00 190 56.14 −0.5 066 66.67 111 0.00 146 0.00 191 0.00 −1 067 20.00 112 64.29 147 13.79 192 23.08 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 20.45 113 16.00 148 0.00 193 47.06 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 42.86 114 21.43 149 83.33 194 50.00 deFSdeRSen3S 0.5 080 53.33 115 33.33 160 100.00 195 31.03 Difference 081 54.00 116 61.29 161 0.00 196 83.33 0 082 70.37 117 24.44 162 62.50 197 50.82 −0.5 083 11.11 118 0.00 163 42.55 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 47.92 164 1.39 199 75.00 Topic Identifier 085 67.57 130 60.00 165 25.00 200 21.21 266 daedalus deydeRSenFS3456 AH-ROBUST-BILI-X2DE-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language English Relevant 3,641 Topic Fields title, description, narrative Relevant retrieved 2,599 Pooled false Geometric Mean Average Precision 0.0598 Average run Binary Preference (BPREF) 0.3821 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual German track − Interpolated Recall vs Average Precision 100% 0 62.08 deydeRSenFS3456 10 51.17 90% 20 44.71 80% 30 40.12 40 37.51 70% 50 34.96 Average Precision 60% 60 30.79 70 26.22 50% 80 19.22 40% 90 13.52 30% 100 7.07 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 32.13 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0256 Second Quartile 0.2035 Third Quartile 0.5904 Interquartile range 0.5648 Mean 0.3213 Standard Deviation 0.3069 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3213 Std With No Outliers 0.3069 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 deydeRSenFS3456 0.5 041 0.85 086 19.64 131 23.61 166 0.51 Difference 0 042 74.22 087 28.08 132 67.03 167 73.33 −0.5 043 12.73 088 49.46 133 2.00 168 8.44 044 0.00 089 39.46 134 66.33 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 60.20 090 11.85 135 0.81 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 21.46 091 0.08 136 62.26 171 8.42 deydeRSenFS3456 047 4.23 092 16.93 137 33.33 172 0.00 0.5 Difference 048 1.05 093 73.77 138 58.38 173 93.19 0 049 4.18 094 7.42 139 0.31 174 86.01 −0.5 060 18.29 095 2.78 140 0.12 175 86.12 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 14.98 096 10.97 141 75.00 176 92.15 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 35.73 097 9.55 142 36.30 177 14.56 1 deydeRSenFS3456 063 54.91 098 43.32 143 15.28 178 0.17 0.5 Difference 064 100.00 099 0.98 144 0.00 179 41.01 0 065 0.06 110 48.99 145 69.09 190 54.39 −0.5 066 77.18 111 4.60 146 0.00 191 0.00 −1 067 9.42 112 64.87 147 16.28 192 7.77 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 19.11 113 1.90 148 0.26 193 52.57 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 28.11 114 18.03 149 85.01 194 70.00 deydeRSenFS3456 0.5 080 50.74 115 27.57 160 100.00 195 22.12 Difference 081 58.12 116 65.98 161 0.00 196 77.78 0 082 80.09 117 14.24 162 47.60 197 56.25 −0.5 083 21.06 118 2.34 163 18.77 198 0.01 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 46.39 164 0.25 199 75.42 Topic Identifier 085 68.60 130 59.70 165 21.10 200 9.85 267 daedalus deydeRSenFS3456 AH-ROBUST-BILI-X2DE-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual German track − Retrieved documents vs Precision 100% 5 docs 41.60 deydeRSenFS3456 10 docs 37.00 90% 15 docs 33.47 80% 20 docs 30.85 30 docs 27.37 70% 100 docs 15.30 60% 200 docs 9.82 R−Precision 500 docs 4.77 50% 1000 docs 2.60 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 33.15 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual German track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0408 Second Quartile 0.2466 Third Quartile 0.5798 Interquartile range 0.5390 Mean 0.3315 Standard Deviation 0.2900 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3315 Std With No Outliers 0.2900 Ad−Hoc Robust Bilingual German track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 deydeRSenFS3456 0.5 041 7.14 086 24.32 131 33.33 166 0.00 Difference 0 042 68.87 087 23.53 132 64.29 167 50.00 −0.5 043 0.00 088 56.90 133 7.27 168 11.76 044 0.00 089 46.21 134 57.14 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 59.43 090 18.75 135 0.00 170 0.00 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 20.00 091 0.00 136 57.14 171 12.50 deydeRSenFS3456 047 4.17 092 17.65 137 0.00 172 0.00 0.5 Difference 048 3.64 093 75.00 138 64.52 173 80.00 0 049 5.56 094 15.62 139 0.00 174 80.56 −0.5 060 26.32 095 5.45 140 0.00 175 81.82 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 27.91 096 18.52 141 75.00 176 87.84 Topic Identifier Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 13.33 142 40.00 177 14.29 1 deydeRSenFS3456 063 57.89 098 64.00 143 23.81 178 0.00 0.5 Difference 064 100.00 099 1.12 144 0.00 179 44.90 0 065 0.00 110 54.17 145 70.00 190 57.89 −0.5 066 68.63 111 12.50 146 0.00 191 0.00 −1 067 18.00 112 64.29 147 24.14 192 19.23 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 18.18 113 4.00 148 0.00 193 52.94 Ad−Hoc Robust Bilingual German track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 42.86 114 21.43 149 83.33 194 50.00 deydeRSenFS3456 0.5 080 53.33 115 33.33 160 100.00 195 31.03 Difference 081 64.00 116 58.06 161 0.00 196 66.67 0 082 77.78 117 20.00 162 58.33 197 57.38 −0.5 083 33.33 118 0.00 163 29.79 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 47.92 164 1.39 199 75.00 Topic Identifier 085 62.16 130 60.00 165 25.00 200 18.18 268 daedalus esx011esRLitFW3FS3 AH-ROBUST-BILI-X2ES-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 5,008 Topic Fields title, description, narrative Relevant retrieved 3,504 Pooled false Geometric Mean Average Precision 0.0826 Combined run Binary Preference (BPREF) 0.4224 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Spanish track − Interpolated Recall vs Average Precision 100% 0 58.36 esx011esRLitFW3FS3 10 50.66 90% 20 45.70 80% 30 40.62 40 36.79 70% 50 32.32 Average Precision 60% 60 27.58 70 23.52 50% 80 18.27 40% 90 11.89 30% 100 7.04 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 30.68 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0490 Second Quartile 0.2152 Third Quartile 0.5023 Interquartile range 0.4533 Mean 0.3068 Standard Deviation 0.2882 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3068 Std With No Outliers 0.2882 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 esx011esRLitFW3FS3 0.5 041 0.48 086 25.18 131 1.07 166 9.61 Difference 0 042 35.25 087 42.78 132 50.25 167 43.43 −0.5 043 45.88 088 20.37 133 8.18 168 13.09 044 11.39 089 47.87 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 59.67 090 7.50 135 2.27 170 16.29 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 0.15 091 23.01 136 37.46 171 11.27 esx011esRLitFW3FS3 047 3.38 092 10.74 137 6.45 172 2.19 0.5 Difference 048 8.84 093 21.59 138 96.83 173 62.31 0 049 8.13 094 31.19 139 0.01 174 59.17 −0.5 060 43.15 095 8.83 140 9.52 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 0.78 141 85.82 176 80.89 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 21.02 097 68.15 142 68.39 177 0.00 1 esx011esRLitFW3FS3 063 73.74 098 46.32 143 22.48 178 3.21 0.5 Difference 064 100.00 099 24.46 144 6.51 179 16.45 0 065 23.92 110 71.49 145 59.72 190 1.40 −0.5 066 32.35 111 0.36 146 54.76 191 4.76 −1 067 5.04 112 39.25 147 2.32 192 56.85 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.03 113 1.02 148 14.10 193 9.30 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 1.50 114 43.03 149 63.74 194 17.35 esx011esRLitFW3FS3 0.5 080 48.80 115 18.05 160 18.25 195 0.00 Difference 081 74.87 116 21.45 161 20.00 196 74.22 0 082 56.03 117 4.42 162 79.14 197 52.66 −0.5 083 30.80 118 2.31 163 50.21 198 41.06 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 0.22 199 87.92 Topic Identifier 085 46.76 130 67.62 165 32.37 200 35.41 269 daedalus esx011esRLitFW3FS3 AH-ROBUST-BILI-X2ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Spanish track − Retrieved documents vs Precision 100% 5 docs 38.80 esx011esRLitFW3FS3 10 docs 34.90 90% 15 docs 32.33 80% 20 docs 29.60 30 docs 26.23 70% 100 docs 16.09 60% 200 docs 10.89 R−Precision 500 docs 6.03 50% 1000 docs 3.50 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 31.50 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0909 Second Quartile 0.2679 Third Quartile 0.5021 Interquartile range 0.4112 Mean 0.3150 Standard Deviation 0.2713 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3150 Std With No Outliers 0.2713 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 esx011esRLitFW3FS3 0.5 041 0.00 086 33.93 131 4.55 166 14.29 Difference 0 042 39.85 087 44.32 132 57.69 167 40.00 −0.5 043 50.00 088 14.29 133 15.79 168 17.95 044 22.50 089 56.25 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 57.59 090 6.67 135 9.62 170 20.00 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 29.03 136 50.00 171 25.00 esx011esRLitFW3FS3 047 5.56 092 16.28 137 10.00 172 0.00 0.5 Difference 048 15.62 093 28.57 138 85.71 173 50.00 0 049 10.53 094 31.82 139 0.57 174 54.55 −0.5 060 48.00 095 20.56 140 11.76 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 1.08 141 84.62 176 75.32 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 20.00 097 68.00 142 67.86 177 0.00 1 esx011esRLitFW3FS3 063 69.49 098 40.00 143 32.64 178 10.23 0.5 Difference 064 100.00 099 35.71 144 9.09 179 22.12 0 065 41.89 110 57.14 145 53.19 190 0.00 −0.5 066 39.39 111 0.00 146 50.00 191 0.00 −1 067 10.20 112 37.50 147 11.11 192 54.55 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 6.33 148 9.09 193 11.76 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 44.44 149 61.54 194 12.50 esx011esRLitFW3FS3 0.5 080 53.06 115 21.05 160 0.00 195 0.00 Difference 081 68.97 116 14.29 161 20.00 196 73.33 0 082 57.89 117 7.14 162 74.42 197 50.42 −0.5 083 33.33 118 0.00 163 43.33 198 37.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 1.39 199 82.35 Topic Identifier 085 43.93 130 53.85 165 33.33 200 44.68 270 daedalus esFSesRLit2S AH-ROBUST-BILI-X2ES-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 5,008 Topic Fields title, description Relevant retrieved 3,266 Pooled false Geometric Mean Average Precision 0.0620 Mandatory TD run Binary Preference (BPREF) 0.3784 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Spanish track − Interpolated Recall vs Average Precision 100% 0 56.71 esFSesRLit2S 10 45.90 90% 20 40.91 80% 30 36.92 40 32.24 70% 50 27.99 Average Precision 60% 60 22.93 70 19.30 50% 80 14.19 40% 90 9.68 30% 100 5.53 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 26.89 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0330 Second Quartile 0.1548 Third Quartile 0.4623 Interquartile range 0.4293 Mean 0.2689 Standard Deviation 0.2779 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.2689 Std With No Outliers 0.2779 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 esFSesRLit2S 0.5 041 0.10 086 11.36 131 1.01 166 3.61 Difference 0 042 18.29 087 36.90 132 62.30 167 43.89 −0.5 043 26.20 088 30.55 133 5.48 168 14.42 044 10.54 089 45.34 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 65.23 090 0.82 135 2.19 170 11.28 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 0.13 091 23.39 136 34.41 171 15.26 esFSesRLit2S 047 0.40 092 7.69 137 8.75 172 4.17 0.5 Difference 048 10.82 093 15.74 138 86.69 173 41.23 0 049 11.22 094 23.98 139 0.00 174 34.31 −0.5 060 48.30 095 5.18 140 2.86 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 1.02 141 51.48 176 70.43 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 21.74 097 68.55 142 66.22 177 0.00 1 esFSesRLit2S 063 65.50 098 35.41 143 18.25 178 2.46 0.5 Difference 064 100.00 099 28.78 144 5.91 179 10.92 0 065 6.48 110 63.10 145 57.29 190 1.49 −0.5 066 28.62 111 0.27 146 50.90 191 5.26 −1 067 15.38 112 40.35 147 5.71 192 35.29 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 0.02 148 12.45 193 6.07 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 0.28 114 2.99 149 22.87 194 10.67 esFSesRLit2S 0.5 080 49.70 115 20.53 160 50.82 195 0.00 Difference 081 75.83 116 10.93 161 0.67 196 75.74 0 082 64.10 117 14.65 162 82.80 197 62.46 −0.5 083 30.79 118 0.69 163 45.68 198 46.79 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.10 164 0.36 199 83.34 Topic Identifier 085 53.54 130 15.58 165 23.21 200 4.25 271 daedalus esFSesRLit2S AH-ROBUST-BILI-X2ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Spanish track − Retrieved documents vs Precision 100% 5 docs 34.20 esFSesRLit2S 10 docs 30.30 90% 15 docs 28.07 80% 20 docs 25.60 30 docs 23.13 70% 100 docs 14.87 60% 200 docs 10.22 R−Precision 500 docs 5.52 50% 1000 docs 3.27 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 28.75 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0592 Second Quartile 0.2315 Third Quartile 0.5000 Interquartile range 0.4408 Mean 0.2875 Standard Deviation 0.2624 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.2875 Std With No Outliers 0.2624 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 esFSesRLit2S 0.5 041 0.00 086 23.21 131 5.45 166 0.00 Difference 0 042 27.97 087 42.05 132 53.85 167 40.00 −0.5 043 27.78 088 28.57 133 15.79 168 23.08 044 17.50 089 43.75 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 65.45 090 0.00 135 8.97 170 20.00 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 27.96 136 50.00 171 25.00 esFSesRLit2S 047 2.78 092 16.28 137 10.00 172 7.69 0.5 Difference 048 16.67 093 21.43 138 71.43 173 33.33 0 049 10.53 094 45.45 139 0.57 174 36.36 −0.5 060 53.33 095 15.58 140 8.40 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 2.15 141 53.85 176 68.83 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 20.00 097 60.00 142 67.86 177 0.00 1 esFSesRLit2S 063 64.41 098 40.00 143 24.31 178 7.95 0.5 Difference 064 100.00 099 25.00 144 9.09 179 13.27 0 065 16.22 110 57.14 145 53.19 190 0.00 −0.5 066 38.38 111 0.00 146 50.00 191 0.00 −1 067 22.45 112 37.50 147 11.11 192 45.45 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 0.63 148 9.09 193 11.76 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 2.22 149 23.08 194 25.00 esFSesRLit2S 0.5 080 53.47 115 21.05 160 50.00 195 0.00 Difference 081 72.41 116 0.00 161 0.00 196 73.33 0 082 65.79 117 23.21 162 76.74 197 55.42 −0.5 083 33.33 118 0.00 163 50.00 198 37.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 1.90 164 0.00 199 77.65 Topic Identifier 085 56.07 130 30.77 165 33.33 200 6.38 272 daedalus esFSesRLit3S AH-ROBUST-BILI-X2ES-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 5,008 Topic Fields title, description, narrative Relevant retrieved 3,504 Pooled false Geometric Mean Average Precision 0.0833 TDN run Binary Preference (BPREF) 0.4129 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Spanish track − Interpolated Recall vs Average Precision 100% 0 61.40 esFSesRLit3S 10 50.75 90% 20 45.51 80% 30 40.19 40 36.34 70% 50 31.85 Average Precision 60% 60 26.93 70 22.86 50% 80 17.61 40% 90 11.23 30% 100 6.37 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 30.37 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0493 Second Quartile 0.2249 Third Quartile 0.4950 Interquartile range 0.4457 Mean 0.3037 Standard Deviation 0.2790 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3037 Std With No Outliers 0.2790 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 esFSesRLit3S 0.5 041 0.48 086 26.37 131 1.09 166 9.61 Difference 0 042 35.25 087 42.40 132 57.42 167 43.43 −0.5 043 45.88 088 22.75 133 8.18 168 13.09 044 13.14 089 47.87 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 59.67 090 8.61 135 2.38 170 19.62 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 0.15 091 23.01 136 37.46 171 11.27 esFSesRLit3S 047 3.54 092 10.74 137 11.45 172 2.19 0.5 Difference 048 8.87 093 21.59 138 96.83 173 62.31 0 049 10.76 094 31.19 139 0.01 174 59.17 −0.5 060 42.82 095 8.83 140 9.52 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 0.78 141 85.82 176 80.60 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 21.02 097 68.15 142 68.39 177 0.00 1 esFSesRLit3S 063 73.74 098 46.32 143 22.48 178 3.21 0.5 Difference 064 33.33 099 28.63 144 6.51 179 17.04 0 065 22.51 110 71.49 145 59.72 190 1.40 −0.5 066 31.06 111 0.36 146 54.76 191 4.76 −1 067 5.11 112 40.30 147 2.32 192 55.71 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.03 113 1.02 148 14.10 193 10.77 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 1.50 114 43.03 149 63.74 194 9.01 esFSesRLit3S 0.5 080 48.80 115 20.68 160 26.59 195 0.00 Difference 081 74.87 116 21.45 161 20.00 196 74.22 0 082 54.71 117 4.42 162 79.14 197 52.66 −0.5 083 30.80 118 2.31 163 50.21 198 41.06 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 0.22 199 87.92 Topic Identifier 085 46.76 130 67.62 165 34.96 200 40.20 273 daedalus esFSesRLit3S AH-ROBUST-BILI-X2ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Spanish track − Retrieved documents vs Precision 100% 5 docs 39.20 esFSesRLit3S 10 docs 35.00 90% 15 docs 32.13 80% 20 docs 29.55 30 docs 26.23 70% 100 docs 16.09 60% 200 docs 10.89 R−Precision 500 docs 6.03 50% 1000 docs 3.50 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 31.00 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0909 Second Quartile 0.2679 Third Quartile 0.5000 Interquartile range 0.4091 Mean 0.3100 Standard Deviation 0.2630 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3100 Std With No Outliers 0.2630 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 esFSesRLit3S 0.5 041 0.00 086 33.93 131 4.55 166 14.29 Difference 0 042 39.85 087 44.32 132 57.69 167 40.00 −0.5 043 50.00 088 14.29 133 15.79 168 17.95 044 22.50 089 56.25 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 57.59 090 6.67 135 9.62 170 20.00 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 29.03 136 50.00 171 25.00 esFSesRLit3S 047 5.56 092 16.28 137 10.00 172 0.00 0.5 Difference 048 15.62 093 28.57 138 85.71 173 50.00 0 049 10.53 094 31.82 139 0.57 174 54.55 −0.5 060 48.00 095 20.56 140 11.76 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 1.08 141 84.62 176 75.32 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 20.00 097 68.00 142 67.86 177 0.00 1 esFSesRLit3S 063 69.49 098 40.00 143 32.64 178 10.23 0.5 Difference 064 0.00 099 35.71 144 9.09 179 22.12 0 065 41.89 110 57.14 145 53.19 190 0.00 −0.5 066 39.39 111 0.00 146 50.00 191 0.00 −1 067 10.20 112 37.50 147 11.11 192 54.55 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 6.33 148 9.09 193 11.76 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 44.44 149 61.54 194 12.50 esFSesRLit3S 0.5 080 53.06 115 21.05 160 50.00 195 0.00 Difference 081 68.97 116 14.29 161 20.00 196 73.33 0 082 57.89 117 7.14 162 74.42 197 50.42 −0.5 083 33.33 118 0.00 163 43.33 198 37.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 1.39 199 82.35 Topic Identifier 085 43.93 130 53.85 165 33.33 200 44.68 274 daedalus esx021esRLitFW3FS3 AH-ROBUST-BILI-X2ES-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 5,008 Topic Fields title, description, narrative Relevant retrieved 3,504 Pooled false Geometric Mean Average Precision 0.0812 Combined run Binary Preference (BPREF) 0.4184 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Spanish track − Interpolated Recall vs Average Precision 100% 0 57.19 esx021esRLitFW3FS3 10 50.34 90% 20 45.24 80% 30 40.32 40 36.65 70% 50 32.18 Average Precision 60% 60 27.57 70 23.52 50% 80 18.27 40% 90 11.89 30% 100 7.04 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 30.42 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0477 Second Quartile 0.2179 Third Quartile 0.4968 Interquartile range 0.4490 Mean 0.3042 Standard Deviation 0.2886 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3042 Std With No Outliers 0.2886 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 esx021esRLitFW3FS3 0.5 041 0.48 086 24.70 131 1.05 166 8.87 Difference 0 042 35.25 087 43.06 132 46.18 167 43.43 −0.5 043 45.88 088 20.37 133 8.18 168 13.09 044 10.72 089 44.64 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 59.10 090 6.95 135 2.38 170 14.62 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 0.15 091 23.01 136 39.54 171 11.27 esx021esRLitFW3FS3 047 3.38 092 10.74 137 4.79 172 2.19 0.5 Difference 048 8.84 093 19.21 138 96.83 173 62.31 0 049 7.25 094 31.19 139 0.01 174 59.17 −0.5 060 42.38 095 8.71 140 9.52 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 0.78 141 85.82 176 80.89 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 22.14 097 68.15 142 68.39 177 0.00 1 esx021esRLitFW3FS3 063 73.74 098 46.32 143 22.59 178 3.19 0.5 Difference 064 100.00 099 22.26 144 5.45 179 16.20 0 065 23.92 110 71.49 145 59.72 190 1.40 −0.5 066 31.50 111 0.36 146 54.76 191 4.76 −1 067 4.96 112 39.25 147 2.20 192 57.61 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.03 113 1.02 148 14.10 193 8.81 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 1.50 114 43.67 149 63.74 194 17.35 esx021esRLitFW3FS3 0.5 080 49.14 115 20.65 160 14.09 195 0.00 Difference 081 74.87 116 21.45 161 20.00 196 74.22 0 082 56.91 117 4.42 162 79.14 197 52.74 −0.5 083 30.80 118 2.31 163 50.21 198 36.55 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 0.22 199 87.92 Topic Identifier 085 46.21 130 67.62 165 32.37 200 32.89 275 daedalus esx021esRLitFW3FS3 AH-ROBUST-BILI-X2ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Spanish track − Retrieved documents vs Precision 100% 5 docs 38.00 esx021esRLitFW3FS3 10 docs 34.70 90% 15 docs 32.27 80% 20 docs 29.50 30 docs 26.20 70% 100 docs 16.09 60% 200 docs 10.89 R−Precision 500 docs 6.03 50% 1000 docs 3.50 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 31.39 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0812 Second Quartile 0.2679 Third Quartile 0.5021 Interquartile range 0.4209 Mean 0.3139 Standard Deviation 0.2724 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3139 Std With No Outliers 0.2724 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 esx021esRLitFW3FS3 0.5 041 0.00 086 33.93 131 4.55 166 14.29 Difference 0 042 39.85 087 44.32 132 57.69 167 40.00 −0.5 043 50.00 088 14.29 133 15.79 168 17.95 044 22.50 089 56.25 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 57.59 090 6.67 135 9.62 170 20.00 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 29.03 136 50.00 171 25.00 esx021esRLitFW3FS3 047 5.56 092 16.28 137 10.00 172 0.00 0.5 Difference 048 15.62 093 28.57 138 85.71 173 50.00 0 049 10.53 094 31.82 139 0.57 174 54.55 −0.5 060 48.00 095 20.56 140 11.76 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 1.08 141 84.62 176 75.32 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 20.00 097 68.00 142 67.86 177 0.00 1 esx021esRLitFW3FS3 063 69.49 098 40.00 143 32.64 178 10.23 0.5 Difference 064 100.00 099 35.71 144 9.09 179 22.12 0 065 41.89 110 57.14 145 53.19 190 0.00 −0.5 066 39.39 111 0.00 146 50.00 191 0.00 −1 067 10.20 112 37.50 147 0.00 192 54.55 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 6.33 148 9.09 193 11.76 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 44.44 149 61.54 194 12.50 esx021esRLitFW3FS3 0.5 080 53.06 115 21.05 160 0.00 195 0.00 Difference 081 68.97 116 14.29 161 20.00 196 73.33 0 082 57.89 117 7.14 162 74.42 197 50.42 −0.5 083 33.33 118 0.00 163 43.33 198 37.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 0.00 164 1.39 199 82.35 Topic Identifier 085 43.93 130 53.85 165 33.33 200 44.68 276 dcu dcuitqynarrsp1005 AH-ROBUST-BILI-X2ES-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 5,008 Topic Fields title, description, narrative Relevant retrieved 3,856 Pooled false Geometric Mean Average Precision 0.1117 spanish bilingual standard Binary Preference (BPREF) 0.4735 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Spanish track − Interpolated Recall vs Average Precision 100% 0 62.34 dcuitqynarrsp1005 10 54.70 90% 20 48.41 80% 30 43.49 40 39.59 70% 50 36.11 Average Precision 60% 60 32.50 70 28.49 50% 80 24.06 40% 90 16.66 30% 100 9.83 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 34.65 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0652 Second Quartile 0.2581 Third Quartile 0.5831 Interquartile range 0.5179 Mean 0.3465 Standard Deviation 0.3098 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3465 Std With No Outliers 0.3098 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcuitqynarrsp1005 0.5 041 2.49 086 21.67 131 0.27 166 0.94 Difference 0 042 50.65 087 58.71 132 0.29 167 51.98 −0.5 043 4.28 088 30.71 133 22.98 168 23.28 044 17.58 089 52.39 134 91.67 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 66.05 090 1.05 135 22.49 170 88.33 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 2.33 091 7.76 136 36.11 171 9.61 dcuitqynarrsp1005 047 10.97 092 21.91 137 1.26 172 6.98 0.5 Difference 048 7.18 093 22.36 138 100.00 173 67.16 0 049 15.52 094 58.09 139 1.85 174 87.38 −0.5 060 20.98 095 10.80 140 26.67 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 2.69 141 88.06 176 97.74 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 34.12 097 66.99 142 90.25 177 0.76 1 dcuitqynarrsp1005 063 80.59 098 54.32 143 58.53 178 26.34 0.5 Difference 064 1.33 099 0.62 144 36.89 179 1.56 0 065 20.21 110 69.48 145 55.27 190 0.26 −0.5 066 33.80 111 1.08 146 29.17 191 50.00 −1 067 6.61 112 54.38 147 12.89 192 64.58 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 1.53 148 25.28 193 8.12 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 1.98 114 64.60 149 79.40 194 9.91 dcuitqynarrsp1005 0.5 080 38.36 115 18.14 160 0.13 195 0.00 Difference 081 38.29 116 39.29 161 20.08 196 69.25 0 082 82.35 117 6.43 162 89.33 197 44.92 −0.5 083 53.51 118 34.05 163 80.97 198 20.96 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.15 119 12.64 164 27.91 199 88.33 Topic Identifier 085 47.93 130 80.99 165 66.11 200 52.30 277 dcu dcuitqynarrsp1005 AH-ROBUST-BILI-X2ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Spanish track − Retrieved documents vs Precision 100% 5 docs 42.00 dcuitqynarrsp1005 10 docs 40.10 90% 15 docs 36.87 80% 20 docs 33.45 30 docs 29.13 70% 100 docs 17.63 60% 200 docs 11.90 R−Precision 500 docs 6.60 50% 1000 docs 3.86 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 34.17 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0629 Second Quartile 0.3195 Third Quartile 0.5556 Interquartile range 0.4927 Mean 0.3417 Standard Deviation 0.2880 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3417 Std With No Outliers 0.2880 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcuitqynarrsp1005 0.5 041 6.25 086 28.57 131 1.82 166 0.00 Difference 0 042 49.81 087 57.95 132 0.00 167 50.00 −0.5 043 5.56 088 14.29 133 31.58 168 25.64 044 25.00 089 56.25 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 67.54 090 0.00 135 32.69 170 80.00 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 13.98 136 50.00 171 0.00 dcuitqynarrsp1005 047 16.67 092 25.58 137 0.00 172 7.69 0.5 Difference 048 12.50 093 21.43 138 100.00 173 33.33 0 049 21.05 094 68.18 139 2.30 174 81.82 −0.5 060 33.33 095 21.81 140 36.13 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 8.60 141 84.62 176 92.21 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 26.67 097 60.00 142 85.71 177 0.00 1 dcuitqynarrsp1005 063 77.97 098 40.00 143 52.78 178 35.23 0.5 Difference 064 0.00 099 0.00 144 54.55 179 3.54 0 065 36.49 110 57.14 145 48.94 190 0.00 −0.5 066 32.32 111 0.00 146 50.00 191 0.00 −1 067 6.12 112 50.00 147 11.11 192 61.36 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 6.33 148 27.27 193 8.82 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 55.56 149 69.23 194 12.50 dcuitqynarrsp1005 0.5 080 41.63 115 26.32 160 0.00 195 0.00 Difference 081 37.93 116 42.86 161 20.00 196 66.67 0 082 84.21 117 8.93 162 81.40 197 47.92 −0.5 083 55.56 118 20.00 163 73.33 198 37.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 21.90 164 36.11 199 82.35 Topic Identifier 085 42.06 130 61.54 165 66.67 200 53.19 278 dcu dcuitqydescsp12075 AH-ROBUST-BILI-X2ES-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 5,008 Topic Fields title, description Relevant retrieved 3,759 Pooled false Geometric Mean Average Precision 0.1044 spanish bilingual with desc+title Binary Preference (BPREF) 0.4587 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Spanish track − Interpolated Recall vs Average Precision 100% 0 59.97 dcuitqydescsp12075 10 52.91 90% 20 46.68 80% 30 42.72 40 39.25 70% 50 34.59 Average Precision 60% 60 30.34 70 26.65 50% 80 21.88 40% 90 15.67 30% 100 9.27 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 33.22 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0485 Second Quartile 0.2314 Third Quartile 0.5543 Interquartile range 0.5058 Mean 0.3322 Standard Deviation 0.3084 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3322 Std With No Outliers 0.3084 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 dcuitqydescsp12075 0.5 041 0.89 086 22.79 131 0.22 166 3.62 Difference 0 042 39.37 087 48.89 132 0.48 167 46.79 −0.5 043 4.83 088 36.21 133 29.60 168 17.24 044 17.53 089 52.50 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 50.68 090 0.98 135 18.24 170 83.45 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 0.64 091 8.17 136 39.50 171 5.67 dcuitqydescsp12075 047 4.83 092 20.10 137 13.96 172 7.47 0.5 Difference 048 8.94 093 23.50 138 100.00 173 67.16 0 049 12.96 094 63.99 139 1.37 174 89.08 −0.5 060 23.95 095 10.42 140 25.54 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 1.22 141 87.42 176 96.70 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 27.78 097 68.49 142 89.52 177 0.43 1 dcuitqydescsp12075 063 75.77 098 48.54 143 31.53 178 17.38 0.5 Difference 064 0.35 099 2.05 144 19.93 179 1.49 0 065 21.94 110 69.05 145 52.79 190 1.00 −0.5 066 19.95 111 0.29 146 27.38 191 33.33 −1 067 6.71 112 43.24 147 4.66 192 58.08 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 1.73 148 28.55 193 6.77 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 1.77 114 65.09 149 74.93 194 4.87 dcuitqydescsp12075 0.5 080 36.40 115 21.88 160 0.06 195 0.00 Difference 081 68.36 116 45.22 161 20.06 196 68.36 0 082 79.31 117 6.39 162 89.38 197 66.39 −0.5 083 51.93 118 28.53 163 77.00 198 10.91 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.43 119 13.73 164 21.17 199 87.08 Topic Identifier 085 48.67 130 79.86 165 59.36 200 49.53 279 dcu dcuitqydescsp12075 AH-ROBUST-BILI-X2ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Spanish track − Retrieved documents vs Precision 100% 5 docs 41.60 dcuitqydescsp12075 10 docs 37.40 90% 15 docs 35.13 80% 20 docs 31.85 30 docs 27.90 70% 100 docs 17.09 60% 200 docs 11.57 R−Precision 500 docs 6.40 50% 1000 docs 3.76 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 33.55 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0714 Second Quartile 0.2857 Third Quartile 0.5312 Interquartile range 0.4598 Mean 0.3355 Standard Deviation 0.2866 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3355 Std With No Outliers 0.2866 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 dcuitqydescsp12075 0.5 041 6.25 086 28.57 131 0.91 166 0.00 Difference 0 042 44.44 087 48.86 132 0.00 167 50.00 −0.5 043 5.56 088 28.57 133 36.84 168 20.51 044 22.50 089 56.25 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 49.21 090 0.00 135 29.49 170 80.00 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 12.90 136 50.00 171 0.00 dcuitqydescsp12075 047 10.19 092 25.58 137 10.00 172 15.38 0.5 Difference 048 16.67 093 21.43 138 100.00 173 33.33 0 049 21.05 094 72.73 139 1.15 174 81.82 −0.5 060 33.33 095 23.99 140 34.45 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 3.23 141 84.62 176 92.21 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 16.67 097 64.00 142 82.14 177 0.00 1 dcuitqydescsp12075 063 71.19 098 40.00 143 42.36 178 28.41 0.5 Difference 064 0.00 099 7.14 144 27.27 179 3.54 0 065 39.19 110 57.14 145 48.94 190 0.00 −0.5 066 29.29 111 0.00 146 50.00 191 0.00 −1 067 6.12 112 50.00 147 11.11 192 56.82 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 8.86 148 36.36 193 8.82 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 57.78 149 69.23 194 12.50 dcuitqydescsp12075 0.5 080 41.63 115 31.58 160 0.00 195 0.00 Difference 081 63.22 116 42.86 161 20.00 196 66.67 0 082 76.32 117 7.14 162 82.95 197 62.50 −0.5 083 44.44 118 20.00 163 63.33 198 12.50 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 0.00 119 21.90 164 25.00 199 80.00 Topic Identifier 085 42.99 130 61.54 165 66.67 200 44.68 280 reina reinaIT2EStdtest AH-ROBUST-BILI-X2ES-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 5,008 Topic Fields title, description Relevant retrieved 3,863 Pooled false Geometric Mean Average Precision 0.1342 MT + local expansion with term windows, title+desc Binary Preference (BPREF) 0.4754 fields Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Spanish track − Interpolated Recall vs Average Precision 100% 0 66.09 reinaIT2EStdtest 10 56.89 90% 20 51.61 80% 30 46.99 40 43.63 70% 50 39.75 Average Precision 60% 60 34.59 70 29.70 50% 80 23.19 40% 90 16.77 30% 100 9.95 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 36.93 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0734 Second Quartile 0.2632 Third Quartile 0.6421 Interquartile range 0.5687 Mean 0.3693 Standard Deviation 0.3222 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3693 Std With No Outliers 0.3222 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 20 Number of Topics of the Experiment 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaIT2EStdtest 0.5 041 7.49 086 26.23 131 15.85 166 1.02 Difference 0 042 44.71 087 64.33 132 47.05 167 58.57 −0.5 043 14.21 088 2.42 133 5.76 168 14.63 044 25.68 089 48.79 134 84.09 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 64.09 090 0.67 135 66.63 170 83.93 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 9.07 091 3.92 136 49.38 171 40.17 reinaIT2EStdtest 047 5.93 092 23.13 137 16.15 172 2.99 0.5 Difference 048 11.16 093 33.82 138 88.02 173 74.35 0 049 6.56 094 4.97 139 0.48 174 91.91 −0.5 060 26.41 095 20.73 140 11.87 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 5.97 141 94.57 176 98.69 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 29.47 097 73.45 142 85.64 177 7.19 1 reinaIT2EStdtest 063 79.68 098 75.71 143 54.92 178 0.93 0.5 Difference 064 100.00 099 2.56 144 59.86 179 49.72 0 065 14.50 110 59.52 145 58.63 190 1.07 −0.5 066 85.33 111 2.20 146 17.42 191 100.00 −1 067 23.51 112 20.53 147 11.61 192 28.14 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.58 113 0.02 148 13.25 193 11.65 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 0.60 114 10.55 149 58.77 194 44.80 reinaIT2EStdtest 0.5 080 44.37 115 18.14 160 12.50 195 0.00 Difference 081 61.65 116 11.52 161 0.05 196 70.39 0 082 82.83 117 18.41 162 87.67 197 73.02 −0.5 083 39.14 118 42.86 163 34.51 198 48.92 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 13.27 119 36.07 164 4.91 199 87.48 Topic Identifier 085 79.89 130 72.62 165 73.76 200 0.48 281 reina reinaIT2EStdtest AH-ROBUST-BILI-X2ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Spanish track − Retrieved documents vs Precision 100% 5 docs 44.40 reinaIT2EStdtest 10 docs 40.80 90% 15 docs 37.93 80% 20 docs 34.70 30 docs 30.80 70% 100 docs 19.29 60% 200 docs 13.00 R−Precision 500 docs 6.81 50% 1000 docs 3.86 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.73 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.1064 Second Quartile 0.3207 Third Quartile 0.6046 Interquartile range 0.4982 Mean 0.3673 Standard Deviation 0.2941 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3673 Std With No Outliers 0.2941 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaIT2EStdtest 0.5 041 12.50 086 32.14 131 30.00 166 0.00 Difference 0 042 49.04 087 62.50 132 42.31 167 40.00 −0.5 043 11.11 088 0.00 133 21.05 168 17.95 044 25.00 089 56.25 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 64.92 090 0.00 135 63.46 170 60.00 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 20.00 091 10.75 136 50.00 171 50.00 reinaIT2EStdtest 047 13.89 092 29.07 137 20.00 172 7.69 0.5 Difference 048 16.67 093 35.71 138 71.43 173 66.67 0 049 10.53 094 0.00 139 1.15 174 90.91 −0.5 060 32.00 095 31.78 140 17.65 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 12.90 141 92.31 176 94.81 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 64.00 142 75.00 177 13.04 1 reinaIT2EStdtest 063 72.88 098 60.00 143 53.47 178 3.41 0.5 Difference 064 100.00 099 3.57 144 59.09 179 53.98 0 065 27.03 110 57.14 145 55.32 190 0.00 −0.5 066 78.79 111 0.00 146 0.00 191 100.00 −1 067 28.57 112 25.00 147 11.11 192 38.64 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 0.00 113 0.00 148 9.09 193 20.59 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 4.44 149 61.54 194 50.00 reinaIT2EStdtest 0.5 080 47.35 115 26.32 160 0.00 195 0.00 Difference 081 60.92 116 0.00 161 0.00 196 66.67 0 082 71.05 117 23.21 162 78.29 197 66.67 −0.5 083 55.56 118 40.00 163 43.33 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 25.00 119 38.10 164 5.56 199 82.35 Topic Identifier 085 75.70 130 61.54 165 55.56 200 2.13 282 reina reinaIT2ESttest AH-ROBUST-BILI-X2ES-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language Italian Relevant 5,008 Topic Fields title Relevant retrieved 3,529 Pooled false Geometric Mean Average Precision 0.0600 MT + local expansion with term windows, only title Binary Preference (BPREF) 0.4030 field Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Spanish track − Interpolated Recall vs Average Precision 100% 0 54.05 reinaIT2ESttest 10 47.46 90% 20 42.89 80% 30 38.89 40 34.68 70% 50 32.52 Average Precision 60% 60 28.71 70 24.78 50% 80 19.87 40% 90 14.04 30% 100 6.89 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 30.39 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0237 Second Quartile 0.1654 Third Quartile 0.5446 Interquartile range 0.5209 Mean 0.3039 Standard Deviation 0.3157 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3039 Std With No Outliers 0.3157 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 40 Number of Topics of the Experiment 35 30 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 reinaIT2ESttest 0.5 041 18.95 086 29.95 131 3.70 166 1.47 Difference 0 042 42.68 087 63.47 132 56.21 167 46.21 −0.5 043 16.80 088 0.00 133 1.34 168 10.24 044 13.16 089 18.62 134 80.88 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 69.00 090 0.62 135 71.09 170 31.06 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 3.61 091 0.00 136 55.45 171 15.46 reinaIT2ESttest 047 10.68 092 14.02 137 10.46 172 3.32 0.5 Difference 048 1.04 093 26.20 138 60.19 173 68.89 0 049 2.80 094 0.00 139 0.22 174 87.95 −0.5 060 30.34 095 2.63 140 13.84 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 1.66 141 93.25 176 98.19 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 29.58 097 78.17 142 83.86 177 1.48 1 reinaIT2ESttest 063 83.73 098 80.54 143 41.98 178 2.58 0.5 Difference 064 100.00 099 10.55 144 34.49 179 55.73 0 065 1.55 110 0.07 145 39.85 190 0.24 −0.5 066 84.96 111 1.99 146 7.34 191 16.67 −1 067 47.58 112 10.57 147 2.15 192 26.86 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 6.58 113 0.00 148 16.41 193 22.32 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 0.05 114 5.56 149 53.47 194 0.66 reinaIT2ESttest 0.5 080 45.62 115 18.69 160 0.00 195 0.00 Difference 081 13.49 116 14.48 161 0.21 196 62.79 0 082 87.24 117 7.72 162 83.61 197 44.07 −0.5 083 40.48 118 0.78 163 15.64 198 52.75 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 29.17 119 7.15 164 3.37 199 84.95 Topic Identifier 085 82.14 130 75.64 165 45.43 200 0.02 283 reina reinaIT2ESttest AH-ROBUST-BILI-X2ES-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Spanish track − Retrieved documents vs Precision 100% 5 docs 38.00 reinaIT2ESttest 10 docs 33.60 90% 15 docs 29.87 80% 20 docs 28.90 30 docs 25.90 70% 100 docs 16.94 60% 200 docs 11.37 R−Precision 500 docs 6.18 50% 1000 docs 3.53 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 31.64 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Spanish track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0081 Second Quartile 0.2388 Third Quartile 0.5447 Interquartile range 0.5367 Mean 0.3164 Standard Deviation 0.2988 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3164 Std With No Outliers 0.2988 Ad−Hoc Robust Bilingual Spanish track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 reinaIT2ESttest 0.5 041 37.50 086 32.14 131 10.91 166 0.00 Difference 0 042 45.21 087 59.09 132 50.00 167 30.00 −0.5 043 16.67 088 0.00 133 0.00 168 12.82 044 15.00 089 31.25 134 75.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 69.11 090 0.00 135 64.10 170 40.00 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 0.00 091 0.00 136 62.50 171 25.00 reinaIT2ESttest 047 18.52 092 24.42 137 20.00 172 7.69 0.5 Difference 048 1.04 093 42.86 138 57.14 173 50.00 0 049 5.26 094 0.00 139 0.57 174 90.91 −0.5 060 38.67 095 9.03 140 21.01 175 100.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 0.00 096 8.60 141 84.62 176 94.81 Topic Identifier Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 33.33 097 72.00 142 78.57 177 4.35 1 reinaIT2ESttest 063 77.97 098 80.00 143 41.67 178 6.82 0.5 Difference 064 100.00 099 17.86 144 50.00 179 58.41 0 065 0.00 110 0.00 145 40.43 190 0.00 −0.5 066 76.77 111 0.00 146 0.00 191 0.00 −1 067 55.10 112 0.00 147 11.11 192 29.55 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 22.22 113 0.00 148 18.18 193 29.41 Ad−Hoc Robust Bilingual Spanish track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 2.22 149 53.85 194 0.00 reinaIT2ESttest 0.5 080 50.20 115 21.05 160 0.00 195 0.00 Difference 081 25.29 116 14.29 161 0.00 196 60.00 0 082 81.58 117 12.50 162 79.84 197 49.58 −0.5 083 44.44 118 0.00 163 23.33 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 37.50 119 15.24 164 5.56 199 81.18 Topic Identifier 085 76.64 130 69.23 165 55.56 200 0.00 284 daedalus nlFSnlRLfr2S AH-ROBUST-BILI-X2NL-CLEF2006 Overall statistics for 100 queries : Priority 4 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,717 Topic Fields title, description Relevant retrieved 2,084 Pooled false Geometric Mean Average Precision 0.0975 Mandatory TD run Binary Preference (BPREF) 0.3575 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Dutch track − Interpolated Recall vs Average Precision 100% 0 65.23 nlFSnlRLfr2S 10 58.61 90% 20 50.93 80% 30 43.67 40 40.00 70% 50 35.69 Average Precision 60% 60 31.27 70 26.93 50% 80 21.86 40% 90 16.62 30% 100 12.36 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 35.37 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0547 Second Quartile 0.2635 Third Quartile 0.6360 Interquartile range 0.5813 Mean 0.3537 Standard Deviation 0.3203 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3537 Std With No Outliers 0.3203 Ad−Hoc Robust Bilingual Dutch track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 nlFSnlRLfr2S 0.5 041 4.52 086 33.83 131 28.27 166 0.00 Difference 0 042 15.38 087 67.64 132 63.85 167 66.67 −0.5 043 51.67 088 36.07 133 8.08 168 21.80 044 27.75 089 94.49 134 100.00 169 2.86 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 38.81 090 37.48 135 65.71 170 65.85 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 17.25 091 12.46 136 100.00 171 1.81 nlFSnlRLfr2S 047 5.12 092 43.11 137 0.00 172 2.18 0.5 Difference 048 2.38 093 78.97 138 12.03 173 83.33 0 049 6.85 094 12.95 139 39.35 174 92.57 −0.5 060 21.68 095 27.10 140 17.80 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 25.60 096 2.60 141 25.18 176 90.89 Topic Identifier Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 57.19 097 84.88 142 71.02 177 7.80 1 nlFSnlRLfr2S 063 10.50 098 88.19 143 63.35 178 13.69 0.5 Difference 064 75.00 099 27.40 144 100.00 179 39.96 0 065 1.60 110 100.00 145 30.31 190 6.29 −0.5 066 74.81 111 8.33 146 33.33 191 0.00 −1 067 1.11 112 50.11 147 0.57 192 27.18 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 25.16 113 0.82 148 65.14 193 62.77 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 6.23 114 25.55 149 83.62 194 0.00 nlFSnlRLfr2S 0.5 080 19.27 115 18.97 160 0.00 195 0.46 Difference 081 66.70 116 61.57 161 0.00 196 42.70 0 082 0.32 117 2.15 162 72.23 197 91.43 −0.5 083 4.43 118 23.98 163 5.81 198 0.67 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 54.07 119 61.18 164 1.16 199 80.99 Topic Identifier 085 57.74 130 59.43 165 16.92 200 1.30 285 daedalus nlFSnlRLfr2S AH-ROBUST-BILI-X2NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Dutch track − Retrieved documents vs Precision 100% 5 docs 46.80 nlFSnlRLfr2S 10 docs 39.20 90% 15 docs 34.20 80% 20 docs 30.70 30 docs 25.43 70% 100 docs 12.87 60% 200 docs 8.05 R−Precision 500 docs 3.78 50% 1000 docs 2.08 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 34.18 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0492 Second Quartile 0.2950 Third Quartile 0.5834 Interquartile range 0.5342 Mean 0.3418 Standard Deviation 0.2926 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3418 Std With No Outliers 0.2926 Ad−Hoc Robust Bilingual Dutch track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 nlFSnlRLfr2S 0.5 041 4.35 086 40.00 131 37.50 166 0.00 Difference 0 042 25.00 087 46.15 132 61.54 167 50.00 −0.5 043 25.00 088 25.00 133 14.29 168 36.36 044 33.33 089 86.05 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 37.50 090 38.46 135 66.13 170 50.00 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 22.92 091 11.11 136 100.00 171 0.00 nlFSnlRLfr2S 047 4.84 092 50.00 137 0.00 172 0.00 0.5 Difference 048 10.91 093 80.00 138 11.11 173 50.00 0 049 7.14 094 26.32 139 39.13 174 91.30 −0.5 060 30.77 095 35.55 140 26.39 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 26.09 096 0.00 141 25.00 176 80.00 Topic Identifier Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 50.00 097 68.75 142 72.73 177 0.00 1 nlFSnlRLfr2S 063 20.00 098 66.67 143 62.07 178 28.57 0.5 Difference 064 75.00 099 25.00 144 100.00 179 40.32 0 065 7.25 110 100.00 145 28.57 190 12.90 −0.5 066 67.86 111 21.43 146 0.00 191 0.00 −1 067 5.00 112 50.00 147 0.00 192 26.67 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 30.43 113 6.06 148 61.90 193 47.37 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 31.37 149 66.67 194 0.00 nlFSnlRLfr2S 0.5 080 18.28 115 30.77 160 0.00 195 0.00 Difference 081 66.67 116 58.62 161 0.00 196 44.44 0 082 0.00 117 0.00 162 63.64 197 82.35 −0.5 083 0.00 118 36.36 163 21.43 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 60.00 119 58.06 164 4.00 199 75.00 Topic Identifier 085 61.11 130 55.56 165 0.00 200 3.57 286 daedalus nlFSnlRLfr6S AH-ROBUST-BILI-X2NL-CLEF2006 Overall statistics for 100 queries : Priority 1 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,717 Topic Fields title, description, narrative Relevant retrieved 2,112 Pooled false Geometric Mean Average Precision 0.1078 TDN run Binary Preference (BPREF) 0.3712 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Dutch track − Interpolated Recall vs Average Precision 100% 0 66.96 nlFSnlRLfr6S 10 60.16 90% 20 53.85 80% 30 46.19 40 42.64 70% 50 37.40 Average Precision 60% 60 33.28 70 28.74 50% 80 22.90 40% 90 17.75 30% 100 13.00 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 37.20 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0599 Second Quartile 0.3134 Third Quartile 0.6538 Interquartile range 0.5939 Mean 0.3720 Standard Deviation 0.3227 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3720 Std With No Outliers 0.3227 Ad−Hoc Robust Bilingual Dutch track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 nlFSnlRLfr6S 0.5 041 4.73 086 41.21 131 29.54 166 0.00 Difference 0 042 14.34 087 70.27 132 66.88 167 64.29 −0.5 043 47.25 088 36.37 133 11.87 168 29.50 044 32.03 089 93.95 134 100.00 169 2.79 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 39.77 090 51.98 135 62.88 170 70.02 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.66 091 6.15 136 100.00 171 1.28 nlFSnlRLfr6S 047 10.07 092 40.60 137 0.00 172 2.39 0.5 Difference 048 3.90 093 79.98 138 31.14 173 83.33 0 049 5.84 094 9.37 139 39.24 174 95.50 −0.5 060 8.51 095 28.09 140 17.70 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 25.92 096 1.50 141 25.51 176 91.32 Topic Identifier Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 59.79 097 90.22 142 70.89 177 8.31 1 nlFSnlRLfr6S 063 16.81 098 88.19 143 53.77 178 25.04 0.5 Difference 064 75.00 099 33.81 144 100.00 179 40.37 0 065 2.12 110 100.00 145 34.60 190 8.23 −0.5 066 74.15 111 8.01 146 29.17 191 0.00 −1 067 1.54 112 56.45 147 0.64 192 36.12 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 26.05 113 0.75 148 66.47 193 61.00 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 7.88 114 42.26 149 86.90 194 0.00 nlFSnlRLfr6S 0.5 080 73.73 115 22.09 160 0.00 195 0.82 Difference 081 73.37 116 63.33 161 0.00 196 42.41 0 082 1.18 117 2.58 162 73.06 197 91.18 −0.5 083 4.86 118 31.55 163 5.63 198 7.76 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.99 119 51.74 164 0.88 199 82.29 Topic Identifier 085 55.08 130 72.24 165 16.67 200 1.64 287 daedalus nlFSnlRLfr6S AH-ROBUST-BILI-X2NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Dutch track − Retrieved documents vs Precision 100% 5 docs 48.40 nlFSnlRLfr6S 10 docs 40.80 90% 15 docs 36.27 80% 20 docs 31.75 30 docs 26.73 70% 100 docs 13.85 60% 200 docs 8.42 R−Precision 500 docs 3.94 50% 1000 docs 2.11 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 35.63 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0417 Second Quartile 0.3205 Third Quartile 0.6000 Interquartile range 0.5583 Mean 0.3563 Standard Deviation 0.2992 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3563 Std With No Outliers 0.2992 Ad−Hoc Robust Bilingual Dutch track − Distribution of the Topics of the Experiment 30 Number of Topics of the Experiment 25 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 nlFSnlRLfr6S 0.5 041 4.35 086 44.00 131 35.00 166 0.00 Difference 0 042 25.00 087 46.15 132 61.54 167 50.00 −0.5 043 25.00 088 25.00 133 17.86 168 45.45 044 40.00 089 88.37 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 35.00 090 46.15 135 63.71 170 64.29 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 16.67 091 11.11 136 100.00 171 0.00 nlFSnlRLfr6S 047 14.52 092 47.37 137 0.00 172 0.00 0.5 Difference 048 10.91 093 80.00 138 33.33 173 50.00 0 049 0.00 094 15.79 139 39.13 174 91.30 −0.5 060 15.38 095 39.20 140 26.39 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 30.43 096 0.00 141 25.00 176 80.00 Topic Identifier Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 55.00 097 81.25 142 72.73 177 0.00 1 nlFSnlRLfr6S 063 20.00 098 66.67 143 58.62 178 28.57 0.5 Difference 064 75.00 099 25.00 144 100.00 179 40.32 0 065 8.70 110 100.00 145 28.57 190 12.90 −0.5 066 64.29 111 21.43 146 0.00 191 0.00 −1 067 5.00 112 60.00 147 0.00 192 40.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 30.43 113 3.03 148 61.90 193 47.37 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 43.14 149 66.67 194 0.00 nlFSnlRLfr6S 0.5 080 70.97 115 30.77 160 0.00 195 0.00 Difference 081 74.07 116 55.17 161 0.00 196 44.44 0 082 0.00 117 0.00 162 60.61 197 83.19 −0.5 083 0.00 118 45.45 163 21.43 198 0.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 60.00 119 54.84 164 4.00 199 78.12 Topic Identifier 085 61.11 130 55.56 165 0.00 200 3.57 288 daedalus nlx021nlRLfrFW4FS6 AH-ROBUST-BILI-X2NL-CLEF2006 Overall statistics for 100 queries : Priority 3 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,717 Topic Fields title, description, narrative Relevant retrieved 2,112 Pooled false Geometric Mean Average Precision 0.1075 Combined run Binary Preference (BPREF) 0.3679 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Dutch track − Interpolated Recall vs Average Precision 100% 0 65.28 nlx021nlRLfrFW4FS6 10 58.74 90% 20 53.47 80% 30 46.17 40 42.65 70% 50 37.41 Average Precision 60% 60 33.34 70 28.80 50% 80 22.97 40% 90 17.82 30% 100 13.07 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 36.92 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0561 Second Quartile 0.3105 Third Quartile 0.6311 Interquartile range 0.5749 Mean 0.3692 Standard Deviation 0.3183 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3692 Std With No Outliers 0.3183 Ad−Hoc Robust Bilingual Dutch track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 nlx021nlRLfrFW4FS6 0.5 041 4.73 086 41.21 131 26.96 166 0.00 Difference 0 042 14.34 087 70.27 132 66.88 167 30.95 −0.5 043 47.25 088 36.37 133 11.87 168 30.01 044 28.70 089 93.95 134 100.00 169 2.79 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 38.93 090 52.62 135 62.88 170 70.02 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.66 091 4.30 136 100.00 171 1.28 nlx021nlRLfrFW4FS6 047 10.07 092 39.28 137 0.00 172 2.39 0.5 Difference 048 3.90 093 79.98 138 31.14 173 58.33 0 049 5.84 094 6.65 139 39.24 174 95.50 −0.5 060 8.19 095 28.09 140 17.70 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 27.37 096 1.50 141 25.51 176 91.32 Topic Identifier Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 59.79 097 90.22 142 70.89 177 8.31 1 nlx021nlRLfrFW4FS6 063 16.81 098 88.19 143 53.77 178 22.66 0.5 Difference 064 75.00 099 29.79 144 100.00 179 40.37 0 065 2.12 110 100.00 145 34.60 190 10.92 −0.5 066 72.37 111 8.01 146 45.00 191 0.00 −1 067 1.42 112 56.45 147 0.64 192 33.89 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 21.53 113 0.75 148 67.07 193 61.00 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 7.88 114 42.26 149 86.90 194 0.00 nlx021nlRLfrFW4FS6 0.5 080 70.76 115 18.88 160 0.00 195 0.82 Difference 081 73.37 116 63.33 161 0.00 196 42.41 0 082 1.18 117 2.58 162 73.06 197 91.18 −0.5 083 4.86 118 31.55 163 5.39 198 50.62 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.99 119 51.74 164 0.88 199 82.29 Topic Identifier 085 55.08 130 72.24 165 16.67 200 1.64 289 daedalus nlx021nlRLfrFW4FS6 AH-ROBUST-BILI-X2NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Dutch track − Retrieved documents vs Precision 100% 5 docs 48.20 nlx021nlRLfrFW4FS6 10 docs 40.60 90% 15 docs 36.20 80% 20 docs 31.60 30 docs 26.70 70% 100 docs 13.85 60% 200 docs 8.42 R−Precision 500 docs 3.94 50% 1000 docs 2.11 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.13 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0467 Second Quartile 0.3417 Third Quartile 0.6000 Interquartile range 0.5533 Mean 0.3613 Standard Deviation 0.2973 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3613 Std With No Outliers 0.2973 Ad−Hoc Robust Bilingual Dutch track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 nlx021nlRLfrFW4FS6 0.5 041 4.35 086 44.00 131 35.00 166 0.00 Difference 0 042 25.00 087 46.15 132 61.54 167 0.00 −0.5 043 25.00 088 25.00 133 17.86 168 45.45 044 40.00 089 88.37 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 35.00 090 46.15 135 63.71 170 64.29 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 16.67 091 11.11 136 100.00 171 0.00 nlx021nlRLfrFW4FS6 047 14.52 092 47.37 137 0.00 172 0.00 0.5 Difference 048 10.91 093 80.00 138 33.33 173 50.00 0 049 0.00 094 15.79 139 39.13 174 91.30 −0.5 060 15.38 095 39.20 140 26.39 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 30.43 096 0.00 141 25.00 176 80.00 Topic Identifier Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 55.00 097 81.25 142 72.73 177 0.00 1 nlx021nlRLfrFW4FS6 063 20.00 098 66.67 143 58.62 178 28.57 0.5 Difference 064 75.00 099 25.00 144 100.00 179 40.32 0 065 8.70 110 100.00 145 28.57 190 12.90 −0.5 066 64.29 111 21.43 146 50.00 191 0.00 −1 067 5.00 112 60.00 147 0.00 192 40.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 30.43 113 3.03 148 61.90 193 47.37 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 43.14 149 66.67 194 0.00 nlx021nlRLfrFW4FS6 0.5 080 70.97 115 30.77 160 0.00 195 0.00 Difference 081 74.07 116 55.17 161 0.00 196 44.44 0 082 0.00 117 0.00 162 60.61 197 83.19 −0.5 083 0.00 118 45.45 163 21.43 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 60.00 119 54.84 164 4.00 199 78.12 Topic Identifier 085 61.11 130 55.56 165 0.00 200 3.57 290 daedalus nlx011nlRLfrFW4FS6 AH-ROBUST-BILI-X2NL-CLEF2006 Overall statistics for 100 queries : Priority 2 Total number of documents over all queries Query Construction AUTOMATIC Retrieved 100,000 Source Language French Relevant 2,717 Topic Fields title, description, narrative Relevant retrieved 2,112 Pooled false Geometric Mean Average Precision 0.1080 Combined run Binary Preference (BPREF) 0.3683 Interploated Recall (%) Precision Averages (%) Ad−Hoc Robust Bilingual Dutch track − Interpolated Recall vs Average Precision 100% 0 65.60 nlx011nlRLfrFW4FS6 10 59.69 90% 20 53.82 80% 30 46.18 40 42.65 70% 50 37.41 Average Precision 60% 60 33.28 70 28.74 50% 80 22.90 40% 90 17.75 30% 100 13.00 Average precision (non-interpolated) for all 20% relevant documents (averaged over queries) 36.99 10% 0% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Interpolated Recall Mean Average Precision Ad−Hoc Robust Bilingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0561 Second Quartile 0.3134 Third Quartile 0.6311 Interquartile range 0.5749 Mean 0.3699 Standard Deviation 0.3178 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Mean With No Outliers 0.3699 Std With No Outliers 0.3178 Ad−Hoc Robust Bilingual Dutch track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Mean Average Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 041 to 085) queries 1 nlx011nlRLfrFW4FS6 0.5 041 4.73 086 41.21 131 29.54 166 0.00 Difference 0 042 14.34 087 70.27 132 66.88 167 39.29 −0.5 043 47.25 088 36.37 133 11.87 168 29.50 044 28.70 089 93.95 134 100.00 169 2.79 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 39.77 090 51.98 135 62.88 170 70.02 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 086 to 130) 1 046 13.66 091 4.30 136 100.00 171 1.28 nlx011nlRLfrFW4FS6 047 10.07 092 39.28 137 0.00 172 2.39 0.5 Difference 048 3.90 093 79.98 138 31.14 173 58.33 0 049 5.84 094 7.61 139 39.24 174 95.50 −0.5 060 8.51 095 28.09 140 17.70 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 27.37 096 1.50 141 25.51 176 91.32 Topic Identifier Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 131 to 165) 062 59.79 097 90.22 142 70.89 177 8.31 1 nlx011nlRLfrFW4FS6 063 16.81 098 88.19 143 53.77 178 25.04 0.5 Difference 064 75.00 099 33.81 144 100.00 179 40.37 0 065 2.12 110 100.00 145 34.60 190 9.84 −0.5 066 72.37 111 8.01 146 29.17 191 0.00 −1 067 1.42 112 56.45 147 0.64 192 36.12 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 23.35 113 0.75 148 66.47 193 61.00 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Average Precision by Topic (Topics 166 to 200) 1 069 7.88 114 42.26 149 86.90 194 0.00 nlx011nlRLfrFW4FS6 0.5 080 71.62 115 20.17 160 0.00 195 0.82 Difference 081 73.37 116 63.33 161 0.00 196 42.41 0 082 1.18 117 2.58 162 73.06 197 91.18 −0.5 083 4.86 118 31.55 163 5.39 198 50.62 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 50.99 119 51.74 164 0.88 199 82.29 Topic Identifier 085 55.08 130 72.24 165 16.67 200 1.64 291 daedalus nlx011nlRLfrFW4FS6 AH-ROBUST-BILI-X2NL-CLEF2006 Docs Cutoff Levels Precision at DCL (%) Ad−Hoc Robust Bilingual Dutch track − Retrieved documents vs Precision 100% 5 docs 48.20 nlx011nlRLfrFW4FS6 10 docs 40.70 90% 15 docs 36.27 80% 20 docs 31.65 30 docs 26.70 70% 100 docs 13.85 60% 200 docs 8.42 R−Precision 500 docs 3.94 50% 1000 docs 2.11 40% R-Precision (precision after R document retrieved, where R = Relevant retrieved) 30% 36.13 20% 10% 0% 5 10 15 20 30 100 200 500 1000 Retrieved Documents (logarithmic scale) Exact R-Precision Ad−Hoc Robust Bilingual Dutch track − Box plot of the Topics of the Experiment Maximum 1.0000 Minimum 0.0000 First Quartile 0.0467 Second Quartile 0.3417 Third Quartile 0.6000 Interquartile range 0.5533 Mean 0.3613 Standard Deviation 0.2973 Lower Outlier Threshold 0.0000 Upper Outlier Threshold 1.0000 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Mean With No Outliers 0.3613 Std With No Outliers 0.2973 Ad−Hoc Robust Bilingual Dutch track − Distribution of the Topics of the Experiment 25 Number of Topics of the Experiment 20 15 10 5 0 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Exact R−Precision Precision averages (%) for individual Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 041 to 085) queries 1 nlx011nlRLfrFW4FS6 0.5 041 4.35 086 44.00 131 35.00 166 0.00 Difference 0 042 25.00 087 46.15 132 61.54 167 50.00 −0.5 043 25.00 088 25.00 133 17.86 168 45.45 044 40.00 089 88.37 134 100.00 169 0.00 −1 041 042 043 044 045 046 047 048 049 060 061 062 063 064 065 066 067 068 069 080 081 082 083 084 085 Topic Identifier 045 35.00 090 46.15 135 63.71 170 64.29 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 086 to 130) 1 046 16.67 091 11.11 136 100.00 171 0.00 nlx011nlRLfrFW4FS6 047 14.52 092 47.37 137 0.00 172 0.00 0.5 Difference 048 10.91 093 80.00 138 33.33 173 50.00 0 049 0.00 094 15.79 139 39.13 174 91.30 −0.5 060 15.38 095 39.20 140 26.39 175 0.00 −1 086 087 088 089 090 091 092 093 094 095 096 097 098 099 110 111 112 113 114 115 116 117 118 119 130 061 30.43 096 0.00 141 25.00 176 80.00 Topic Identifier Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 131 to 165) 062 55.00 097 81.25 142 72.73 177 0.00 1 nlx011nlRLfrFW4FS6 063 20.00 098 66.67 143 58.62 178 28.57 0.5 Difference 064 75.00 099 25.00 144 100.00 179 40.32 0 065 8.70 110 100.00 145 28.57 190 12.90 −0.5 066 64.29 111 21.43 146 0.00 191 0.00 −1 067 5.00 112 60.00 147 0.00 192 40.00 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 160 161 162 163 164 165 Topic Identifier 068 30.43 113 3.03 148 61.90 193 47.37 Ad−Hoc Robust Bilingual Dutch track − Comparison to Median Mean Exact R−Precision by Topic (Topics 166 to 200) 1 069 0.00 114 43.14 149 66.67 194 0.00 nlx011nlRLfrFW4FS6 0.5 080 70.97 115 30.77 160 0.00 195 0.00 Difference 081 74.07 116 55.17 161 0.00 196 44.44 0 082 0.00 117 0.00 162 60.61 197 83.19 −0.5 083 0.00 118 45.45 163 21.43 198 50.00 −1 166 167 168 169 170 171 172 173 174 175 176 177 178 179 190 191 192 193 194 195 196 197 198 199 200 084 60.00 119 54.84 164 4.00 199 78.12 Topic Identifier 085 61.11 130 55.56 165 0.00 200 3.57 292