Datasets:

hotchpotch
/

NanoBEIR-fr-with-bm25

query-id stringlengths 23 41	corpus-ids listlengths 100 100
test-culture-ascidfakhba-pro04a	[ "test-culture-ascidfakhba-pro04a", "test-culture-ascidfakhba-pro03a", "test-culture-ascidfakhba-pro01a", "test-culture-ascidfakhba-pro02a", "training-digital-freedoms-iphwclcp-pro04a", "test-culture-thbcsbptwhht-pro02a", "training-international-gsciidfi-con02a", "training-digital-freedoms-iphwclcp-con...
test-culture-mthbah-pro02a	[ "test-culture-mthbah-pro02a", "test-culture-mthbah-pro02b", "training-economy-bepeghbnmw-pro02a", "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "test-society-ghbgqeaaems-con02a", "training-health-adhgphwfrs-pro03b", "training-science-ncpshwlucpc-con01b", "training-philosophy-pphs...
test-culture-mthbah-pro05a	[ "test-culture-mthbah-pro05a", "training-law-ucgllghwbg-pro06a", "training-free-speech-debate-gfsdifscp-pro03b", "validation-education-sthbmsnbcs-con03b", "test-culture-mthbah-pro02a", "training-digital-freedoms-sfydfphwap-con04a", "test-digital-freedoms-phwnaccpdt-con01a", "test-culture-ahrtsdlgra-pro...
test-culture-thbcsbptwhht-pro04a	[ "test-culture-thbcsbptwhht-pro02a", "test-culture-thbcsbptwhht-pro01a", "test-culture-thbcsbptwhht-con02b", "test-culture-thbcsbptwhht-con01a", "test-culture-thbcsbptwhht-con03a", "test-international-aghbfcpspr-pro03a", "test-culture-thbcsbptwhht-pro03a", "test-education-usuprmhbu-pro01a", "test-int...
test-culture-tlhrilsfhwr-pro01a	[ "test-culture-tlhrilsfhwr-pro01a", "test-culture-tlhrilsfhwr-con03b", "test-culture-tlhrilsfhwr-pro04b", "test-society-tlhrilsfhwr-con03b", "test-culture-tlhrilsfhwr-con02a", "test-society-tlhrilsfhwr-pro04b", "test-society-tlhrilsfhwr-con02b", "test-culture-tlhrilsfhwr-pro02b", "test-culture-tlhril...
test-digital-freedoms-dfiphbgs-pro01a	[ "test-digital-freedoms-dfiphbgs-con03a", "test-digital-freedoms-dfiphbgs-pro01b", "test-digital-freedoms-dfiphbgs-con02b", "training-digital-freedoms-ifakhbwfg-pro02a", "training-international-gsciidfi-con03a", "training-digital-freedoms-fehwiwcb-pro03a", "training-digital-freedoms-pidfakhwnfawn-con02a"...
test-economy-beplcpdffe-con04a	[ "test-economy-beplcpdffe-con04b", "test-economy-beplcpdffe-pro04a", "training-law-ucgllghwbg-con02a", "training-law-ucgllghwbg-pro06a", "test-economy-beplcpdffe-con05b", "test-economy-beplcpdffe-pro04b", "test-economy-beplcpdffe-con02b", "training-education-dgegihwbsvv-pro03b", "test-sport-ybfgsohbh...
test-economy-egecegphw-pro02a	[ "test-economy-egecegphw-pro02a", "test-economy-egecegphw-pro01b", "test-economy-egecegphw-pro02b", "test-economy-egecegphw-pro01a", "test-economy-egecegphw-con02a", "test-economy-egecegphw-con02b", "training-international-ipeegiahw-pro02a", "training-international-seighweo-con01b", "training-economy...
test-economy-egppphbcb-pro01a	[ "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "training-society-esgfhbhsbpt-con03a", "training-economy-epegppphw-con01a", "training-economy-epegppphw-con03a", "training-environment-pscisghwbs3-pro04a", "training-digital-freedoms-phwbtoabup-con01a", "test-digital-freedoms-phwnaccpdt...
test-economy-egppphbcb-pro03a	[ "test-economy-egppphbcb-pro03a", "test-economy-egppphbcb-pro03b", "training-philosophy-iilepphbf-pro03a", "training-culture-tpghwam-con01a", "test-culture-thbcsbptwhht-con03a", "training-international-agpwhouhmp-pro02a", "training-law-cplghrhwrgo-pro01a", "training-science-ncpshwlucpc-con01a", "trai...
test-economy-epegiahsc-pro02a	[ "test-economy-epegiahsc-con04a", "training-law-ilhwpoa9apus-con02a", "training-economy-epiahbnhba-con01a", "training-economy-feghbgft-con04a", "training-economy-fiaghwewsco-con03b", "training-international-ghweunsc-pro04a", "training-international-aghbusbh-con02a", "training-law-ilhwpoa9apus-pro03b", ...
test-economy-epiasghbf-con01a	[ "test-economy-epiasghbf-con01a", "test-economy-epiasghbf-con03a", "training-society-esgfhbhsbpt-con01a", "test-society-epiasghbf-con02b", "training-politics-oapglvsghw-pro02b", "training-health-dssiahwlswo-pro05b", "test-society-ghbgqeaaems-pro02a", "validation-politics-pggsghwip-pro02a", "training-...
test-economy-eptpghdtre-pro02a	[ "test-economy-eptpghdtre-con01a", "training-economy-egppgghwgo-pro03a", "test-international-siacphbnt-pro01a", "test-economy-eptpghdtre-con03a", "test-economy-eptpghdtre-pro04a", "training-politics-ghbrphliw-pro02a", "validation-politics-gvhwauec-pro05a", "training-international-ghbssbupd-con04b", "...
test-education-egscphsrdt-con01a	[ "test-education-egscphsrdt-con01a", "test-education-egscphsrdt-con02a", "test-education-egscphsrdt-pro03b", "test-education-egscphsrdt-pro02b", "test-education-egscphsrdt-pro02a", "test-education-egscphsrdt-con03b", "test-law-tahglcphsld-con02b", "training-health-ahghtrpcas-con01a", "training-enviro...
test-education-pstrgsehwt-pro03a	[ "test-education-pstrgsehwt-pro03b", "training-science-gsehbehdc-con03a", "test-education-pstrgsehwt-pro02a", "test-education-pstrgsehwt-con01a", "test-religion-yercfrggms-con03a", "training-free-speech-debate-fkhbtcptww-con04a", "test-education-pstrgsehwt-con02a", "test-culture-thbcsbptwhht-con03a", ...
test-education-ughbuesbf-con03a	[ "training-education-uhwecpuu-con02a", "training-education-uhwecpuu-pro02a", "training-education-uhwecpuu-pro02b", "test-education-egtuscpih-pro03a", "training-education-uhwecpuu-pro03b", "test-education-pteuhwfphe-con03a", "test-education-egtuscpih-pro02a", "test-education-udfakusma-pro02a", "traini...
test-education-usuprmhbu-con02a	[ "test-education-usuprmhbu-con02b", "test-philosophy-npppmhwup-pro03b", "test-philosophy-npppmhwup-con02a", "test-education-usuprmhbu-pro03a", "test-philosophy-npppmhwup-con03b", "test-philosophy-npppmhwup-con02b", "test-education-usuprmhbu-pro01a", "test-philosophy-npppmhwup-con01b", "test-philosoph...
test-free-speech-debate-ldhwprhs-pro02a	[ "validation-free-speech-debate-nshwcb-pro01a", "test-free-speech-debate-ldhwbmclg-pro02a", "training-culture-amcghbmgvaw-con03b", "test-digital-freedoms-aihwbasmn-pro01a", "training-religion-fmshbrdmhg-pro02a", "validation-free-speech-debate-nshwcb-pro02b", "training-digital-freedoms-piidfphwbaa-pro02b"...
test-free-speech-debate-yfsdfkhbwu-pro02a	[ "test-free-speech-debate-yfsdfkhbwu-pro03a", "test-education-udfakusma-pro04a", "training-free-speech-debate-fchbnhampi-con01b", "test-education-pteuhwfphe-pro02b", "training-digital-freedoms-pidfakhwcs-con03a", "training-digital-freedoms-pidfakhwcs-con01a", "test-law-sdiflhrdffe-pro03a", "test-cultur...
test-health-ahiahbgbsp-pro02a	[ "test-health-ahiahbgbsp-pro05a", "training-health-ahghhwdsas-pro04b", "test-economy-bhahwbsps-con01b", "test-economy-bhahwbsps-con01a", "test-economy-bhahwbsps-pro02b", "training-health-adhgphwfrs-pro03a", "training-health-ahghhwdsas-con01a", "test-health-ahiahbgbsp-pro02b", "training-sport-ehcpssoh...
test-health-dhghhbampt-con01a	[ "test-health-dhghhbampt-pro01b", "training-health-hpessghwgt-pro02a", "test-health-dhghhbampt-pro01a", "training-health-bhhghwapc-pro02a", "test-philosophy-elhbrd-pro03b", "test-health-dhghhbampt-pro02a", "training-health-ahghhwdsas-con01a", "training-health-mchdhgwhwff-pro02b", "training-health-ahg...
test-health-dhghwapgd-con01a	[ "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-con02a", "test-health-dhghwapgd-con01b", "test-philosophy-apessghwba-con03a", "training-health-bhhghwapc-con02a", "test-health-dhiacihwph-con01b", "training-health-hpessghwgt-pro03b", "test-health-dhiacihwph-pro01b", "training-international...
test-health-dhiacihwph-pro01a	[ "test-health-dhiacihwph-con03a", "test-health-dhiacihwph-pro02b", "test-health-dhiacihwph-con02a", "test-health-dhiacihwph-pro01b", "test-health-dhiacihwph-pro04a", "test-health-dhiacihwph-con01b", "test-health-dhiacihwph-pro03a", "test-health-dhiacihwph-con03b", "training-health-bhhghwapc-con03a", ...
test-health-hgwhwbjfs-pro03a	[ "training-education-shbpshrpe-pro03b", "test-economy-thhghwhwift-con02a", "training-education-shbpshrpe-con01b", "test-health-hgwhwbjfs-con01a", "validation-education-eggrhwbfs-con04b", "training-health-hgwhwbutffs-con01a", "validation-education-sthwiyrs-con01a", "training-education-psthwbh-pro01b", ...
test-international-aghbfcpspr-pro03a	[ "test-international-aghbfcpspr-pro03a", "test-international-aghbfcpspr-pro03b", "test-culture-thbcsbptwhht-pro01a", "test-international-aghbfcpspr-con04b", "test-international-aghbfcpspr-con02b", "test-international-aghbfcpspr-pro02a", "test-culture-thbcsbptwhht-pro02a", "test-international-aghbfcpspr...
test-international-amehbuaisji-con04a	[ "test-international-amehbuaisji-con04a", "test-international-amehbuaisji-con04b", "validation-law-hrilphwcgbd-pro01a", "validation-law-lghrilthwdt-pro01b", "validation-law-lghrilthwdt-pro01a", "validation-law-lghrilthwdt-con05a", "test-philosophy-eppphwlrtjs-pro04a", "test-international-amehbuaisji-pr...
test-international-appghblsba-con03a	[ "test-international-appghblsba-con03a", "test-international-appghblsba-pro03a", "test-international-appghblsba-con02b", "test-international-appghblsba-con03b", "test-international-appghblsba-con02a", "test-international-appghblsba-con01a", "validation-society-gfhbcimrst-con01a", "test-sport-aastshsrqs...
test-international-gmehwasr-con03a	[ "test-international-gmehwasr-pro02b", "test-international-gmehwasr-pro01a", "test-international-gmehwasr-con05a", "training-international-aghwaucsa-con03a", "test-international-gmehwasr-pro03a", "training-politics-dwdfiphwut-pro04a", "training-politics-dtwhbnhsa-con01a", "test-politics-cdmaggpdgdf-pro...
test-international-gmehwasr-pro05a	[ "validation-international-mewhwakapps-con02a", "training-international-aptwhbfri-con01a", "training-international-glilhbmai-pro01b", "validation-international-mewhwakapps-con03b", "test-international-gmehwasr-pro01a", "training-international-aptwhbfri-pro03b", "validation-international-mewhwakapps-con03...
test-international-gpdwhwcusa-pro03a	[ "test-international-gpdwhwcusa-pro03a", "test-international-gpdwhwcusa-pro02a", "test-international-gpdwhwcusa-pro03b", "test-international-gpdwhwcusa-con04b", "test-international-gpdwhwcusa-con05b", "test-international-gpdwhwcusa-con03a", "test-international-gpdwhwcusa-con04a", "training-internationa...
test-international-ipecfiepg-con02a	[ "test-international-ipecfiepg-pro02a", "test-politics-cpecfiepg-pro02b", "test-international-ipecfiepg-con01a", "test-international-ipecfiepg-pro01b", "test-international-ipecfiepg-pro03a", "validation-international-ehwlavpiems-pro03a", "test-politics-cpecfiepg-con01b", "test-politics-cpecfiepg-con04b...
test-international-siacphbnt-pro01a	[ "test-international-siacphbnt-pro01a", "test-international-siacphbnt-pro01b", "test-international-miasimyhw-con02a", "training-society-fygspsmy-pro04a", "training-economy-bepeechbem-con02a", "training-economy-bepeechbem-pro01a", "test-international-siacphbnt-con04b", "training-economy-beegshbtsb-pro02...
test-international-siacphbnt-pro04a	[ "test-international-siacphbnt-con03b", "test-international-siacphbnt-pro02a", "test-international-siacphbnt-pro05a", "test-international-siacphbnt-con02b", "test-international-siacphbnt-pro01a", "test-international-atiahblit-pro02a", "validation-economy-tiacphbtt-con01a", "test-international-atiahblit...
test-law-lgplhbssbco-pro02a	[ "test-law-lgplhbssbco-pro02b", "test-philosophy-apessghwba-pro05b", "test-health-dhpelhbass-con02b", "test-health-dhpelhbass-pro01b", "test-health-dhpelhbass-pro01a", "test-health-dhpelhbass-con02a", "training-law-ueegllghwhsl-con01a", "training-environment-pscisghwbs3-pro03b", "training-law-lgpisyh...
test-law-phwmfri-con03a	[ "test-law-phwmfri-pro03a", "test-law-phwmfri-con01b", "test-law-phwmfri-pro01b", "training-law-lgpcpao-pro04a", "test-philosophy-eppphwlrtjs-pro04a", "test-politics-ypppgvhwmv-con02b", "training-health-sshwnasso-pro01a", "test-law-cppshbcjsfm-pro01b", "test-education-pteuhwfphe-con03a", "test-law-...
test-law-phwmfri-pro01a	[ "test-law-phwmfri-pro01b", "test-law-phwmfri-pro03a", "test-law-phwmfri-pro02b", "test-law-phwmfri-con01b", "training-law-lgpcpao-pro04a", "test-law-phwmfri-con02b", "training-economy-tppphwift-con03a", "test-digital-freedoms-piidfiphwu-pro03a", "test-politics-ypppgvhwmv-con02a", "test-law-phwmfri...
test-law-umtlilhotac-con02a	[ "test-law-umtlilhotac-con02a", "test-philosophy-eppphwlrtjs-pro04a", "test-international-amehbuaisji-con04b", "test-law-umtlilhotac-con02b", "test-law-umtlilhotac-con03a", "test-international-aglhrilhb-pro01a", "training-international-alilhbassw-con03a", "test-law-lghwpcctcc-con03a", "training-law-h...
test-philosophy-elhbrd-pro03a	[ "validation-philosophy-ehbidachsb-con03a", "test-philosophy-elhbrd-pro03b", "test-health-dhpelhbass-pro01a", "test-philosophy-elhbrd-con03a", "training-health-bhhgwtnychrrs-pro01b", "test-health-dhpelhbass-con02b", "test-health-dhpelhbass-con01b", "test-health-dhpelhbass-con01a", "test-law-lghbacpsb...
test-politics-cpegiepgh-con01a	[ "test-politics-cpegiepgh-con01a", "test-politics-cpegiepgh-pro02b", "test-politics-cpegiepgh-con01b", "test-politics-cpegiepgh-pro01a", "test-politics-cpegiepgh-pro01b", "test-politics-cpegiepgh-con03b", "training-international-ehbbsgier-pro04b", "test-politics-cpecfiepg-con01b", "training-internati...
test-politics-glghssi-pro03a	[ "test-politics-glghssi-pro01a", "training-international-eppgglghb-pro03a", "training-international-eppgglghb-con01a", "training-environment-cehwirtrnp-con02a", "test-politics-glghssi-con03b", "training-international-eppgglghb-con03a", "test-economy-bepighbdb-con01a", "test-politics-glghssi-con01a", ...
test-politics-gvhbhlsbr-con04a	[ "test-politics-gvhbhlsbr-con04b", "test-politics-gvhbhlsbr-pro03a", "test-politics-gvhbhlsbr-pro03b", "training-politics-pggllgvhwa-con03b", "training-international-eppgglghb-con02a", "training-politics-pgglgvhciu-con02a", "test-international-epvhwhranet-con03a", "test-politics-gvhbhlsbr-pro02b", "t...
test-politics-lghwdecm-con02a	[ "test-politics-lghwdecm-pro02a", "test-politics-lghwdecm-pro01a", "test-politics-lghwdecm-pro02b", "test-politics-lghwdecm-con01a", "test-politics-lghwdecm-con02b", "training-philosophy-eppppghwe-con04a", "training-politics-oamepdgtwh-pro01a", "training-politics-pgghwbnap-pro01b", "validation-politi...
test-politics-oapdhwinkp-con01a	[ "test-politics-oapdhwinkp-con01a", "test-politics-oapdhwinkp-con01b", "training-international-agdhwiafrk-pro01a", "test-science-dssghsdmd-pro04a", "training-politics-dwdfiphwut-con01a", "validation-politics-dhwdtnw-con02b", "test-science-dssghsdmd-pro03a", "test-international-eghrhbeusli-pro04a", "v...
test-politics-ypppgvhwmv-con03a	[ "test-politics-ypppgvhwmv-con03a", "test-politics-ypppgvhwmv-pro02a", "training-politics-vhwlva1-pro03b", "validation-digital-freedoms-gthwaueai-pro01a", "training-politics-pggllgvhwa-con03a", "training-politics-pggllgvhwa-con03b", "training-politics-viwvfpps-con04b", "training-politics-pgghwbnap-pro0...
test-politics-ypppgvhwmv-pro03a	[ "test-politics-ypppgvhwmv-pro03a", "test-politics-ypppgvhwmv-pro03b", "training-politics-pgghwbnap-pro01a", "test-politics-ypppgvhwmv-con01b", "test-politics-ypppgvhwmv-pro02a", "training-politics-pgghwbnap-pro04a", "test-politics-epvhbfsmsaop-con03b", "training-politics-pggllgvhwa-con03a", "trainin...
test-religion-grcrgshwbr-pro03a	[ "test-politics-grcrgshwbr-pro03a", "test-politics-grcrgshwbr-pro01a", "test-religion-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-pro03b", "training-religion-frgsbnaofcs-pro03b", "test-politics-grcrgshwbr-pro01b", "training-religion-fmshbrdmhg-pro01a", "test-religion-grcrgshwbr-con02b", "test-polit...
test-religion-msgfhwbamec-con02a	[ "test-religion-msgfhwbamec-con02a", "training-religion-frgsbnaofcs-pro03b", "test-religion-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-pro03b", "test-religion-msgfhwbamec-con02b", "test-politics-grcrgshwbr-pro03a", "training-culture-mrrtdnsnhpc-con04b", "training-culture-mrrtdnsnhpc-pro01a", "test...
test-science-wsihwclscaaw-con01a	[ "training-politics-dwdfiphwut-pro03a", "test-international-ghwcitca-con01a", "test-science-wsihwclscaaw-pro01a", "test-science-wsihwclscaaw-con01b", "test-science-wsihwclscaaw-pro02a", "test-science-wsihwclscaaw-con02b", "training-politics-dwdfiphwut-pro02b", "test-politics-oglilpdwhsn-con03b", "tra...
test-society-epiasghbf-con04a	[ "test-society-epiasghbf-pro01b", "training-politics-oapglvsghw-pro03b", "training-politics-oapglvsghw-con02a", "training-society-esgfhbhsbpt-con02a", "test-society-epiasghbf-pro03b", "training-sport-mosgtshwawcs-con04a", "validation-society-gfhbcimrst-pro04b", "test-society-ghbgqeaaems-con01b", "tes...
test-sport-otshwbe2uuyt-con03a	[ "test-sport-otshwbe2uuyt-pro03a", "test-sport-otshwbe2uuyt-con02a", "test-sport-otshwbe2uuyt-con03b", "test-sport-otshwbe2uuyt-con04a", "training-law-hrilhwsyh-con01a", "training-international-egilpwhbrh-con03a", "training-international-egilpwhbrh-pro02b", "training-international-ehbesefe-pro04a", "...

🚧 This dataset is currently under construction. Specifications may change.

NanoBEIR-fr (with bm25 subset)

A BM25-first retrieval subset derived from lightonai/NanoBEIR-fr for reproducible NanoBEIR evaluation.

What this dataset is

Language: fr
BM25 top-k: 100
Number of evaluation splits: 13
This folder contains generated BM25 retrieval results and reproducibility metadata.

Data structure

corpus: _id, text
queries: _id, text
qrels: query-id, corpus-id, score
bm25: query-id, corpus-ids (A bm25 subset is included for first-stage retrieval and reranking experiments.)

BM25 baseline scores

Scope	nDCG@10	nDCG@100
13-split average	0.5122	0.5557

Selected BM25 algorithm

Item	Value
Mode	`nltk_stem`
Details	NLTK snowball stemming

Subset names

Split names: NanoArguAna, NanoClimateFEVER, NanoDBPedia, NanoFEVER, NanoFiQA2018, NanoHotpotQA, NanoMSMARCO, NanoNFCorpus, NanoNQ, NanoQuoraRetrieval, NanoSCIDOCS, NanoSciFact, NanoTouche2020
Config names in this output folder: bm25

BM25 split-level baseline (`nDCG`)

Split	nDCG@10	nDCG@100
`NanoArguAna`	0.3740	0.4282
`NanoClimateFEVER`	0.3040	0.3766
`NanoDBPedia`	0.5854	0.6465
`NanoFEVER`	0.7502	0.7611
`NanoFiQA2018`	0.3275	0.3964
`NanoHotpotQA`	0.7389	0.7655
`NanoMSMARCO`	0.4428	0.4967
`NanoNFCorpus`	0.3344	0.2445
`NanoNQ`	0.4376	0.4845
`NanoQuoraRetrieval`	0.7508	0.7859
`NanoSCIDOCS`	0.3164	0.4100
`NanoSciFact`	0.7162	0.7379
`NanoTouche2020`	0.5805	0.6899