Datasets:

hotchpotch
/

NanoBEIR-it-with-bm25

query-id stringlengths 23 41	corpus-ids listlengths 100 100
test-culture-ascidfakhba-pro04a	[ "test-culture-ascidfakhba-pro04a", "test-culture-ascidfakhba-pro02a", "training-digital-freedoms-iphwclcp-pro04a", "test-culture-ascidfakhba-pro03a", "training-digital-freedoms-iphwclcp-pro04b", "training-digital-freedoms-iphwclcp-con01a", "training-environment-pscisghwbs3-pro05a", "test-culture-ascid...
test-culture-mthbah-pro02a	[ "test-culture-mthbah-pro02a", "test-culture-mthbah-pro02b", "training-health-hgwhwilfepe-pro02a", "training-economy-bepeghbnmw-pro02a", "test-culture-mthbah-pro04a", "test-economy-egppphbcb-pro01b", "training-philosophy-lsfhwnhc-pro01b", "validation-international-aghwgcprp-con03b", "training-philoso...
test-culture-mthbah-pro05a	[ "test-culture-mthbah-pro05a", "training-law-cpshbsdcc-con02a", "training-health-sshwnasso-pro01a", "validation-science-cpecshmpj-con02a", "training-law-ucgllghwbg-pro06a", "training-law-cpshbsdcc-con02b", "test-culture-mthbah-pro05b", "test-health-hgwhwbjfs-con01a", "training-philosophy-tgppelhbwrc-...
test-culture-thbcsbptwhht-pro04a	[ "test-culture-thbcsbptwhht-pro02a", "test-culture-thbcsbptwhht-con02b", "test-culture-thbcsbptwhht-pro01a", "test-culture-thbcsbptwhht-pro04b", "test-international-aghbfcpspr-pro03a", "test-law-hrilpgwhwr-pro02a", "test-culture-thbcsbptwhht-pro03b", "test-culture-thbcsbptwhht-pro03a", "test-culture-...
test-culture-tlhrilsfhwr-pro01a	[ "test-culture-tlhrilsfhwr-pro01a", "test-culture-tlhrilsfhwr-pro02b", "test-society-tlhrilsfhwr-con02b", "test-culture-tlhrilsfhwr-con03b", "test-society-tlhrilsfhwr-con03b", "test-culture-tlhrilsfhwr-con02a", "test-culture-tlhrilsfhwr-pro01b", "test-society-tlhrilsfhwr-pro01b", "test-culture-tlhril...
test-digital-freedoms-dfiphbgs-pro01a	[ "test-digital-freedoms-dfiphbgs-pro01b", "test-digital-freedoms-dfiphbgs-con03a", "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-pro03a", "test-economy-beplcpdffe-con04b", "test-economy-beplcpdffe-pro04a", "test-economy-beplcpdffe-con05b", "training-law-ucgllghwbg-pro06a", "training-law-ucgllghwbg-pro01b", "training-law-ucgllghwbg-con02a", "test-economy-beplcpdffe-pro04b", "training-law-ucgllghwbg-pro...
test-economy-egecegphw-pro02a	[ "test-economy-egecegphw-pro02a", "test-economy-egecegphw-pro02b", "test-economy-egecegphw-pro01a", "test-economy-egecegphw-pro01b", "test-economy-egecegphw-con02a", "test-economy-egecegphw-con02b", "training-international-ipeegiahw-pro02a", "training-international-ehbesefe-pro03a", "training-interna...
test-economy-egppphbcb-pro01a	[ "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "test-law-tahglcphsld-con03b", "training-society-esgfhbhsbpt-con03a", "training-economy-epegppphw-con03a", "test-digital-freedoms-phwnaccpdt-con01a", "training-economy-epegppphw-con01a", "training-education-shbpshrpe-pro01a", "trainin...
test-economy-egppphbcb-pro03a	[ "test-economy-egppphbcb-pro03a", "test-economy-egppphbcb-pro03b", "test-law-lgplhbssbco-con01a", "training-economy-bepeghbnmw-con02a", "training-free-speech-debate-nvhsibsv-pro01a", "training-science-cpesgguhwe-con03a", "training-international-agpwhouhmp-pro02a", "training-society-esgfhbhsbpt-con02a",...
test-economy-epegiahsc-pro02a	[ "test-economy-epegiahsc-con04a", "training-economy-feghbgft-con04a", "validation-politics-ghbfsabun-pro01a", "training-economy-feghbgft-con04b", "training-law-ilhwpoa9apus-con02a", "test-economy-epegiahsc-pro01b", "training-law-ilhwpoa9apus-pro03b", "training-economy-feghbgft-pro01b", "training-inte...
test-economy-epiasghbf-con01a	[ "test-economy-epiasghbf-con01a", "test-economy-epiasghbf-con03a", "test-society-epiasghbf-con01b", "training-health-dssiahwlswo-pro05b", "test-economy-epiasghbf-con01b", "training-society-esgfhbhsbpt-pro03a", "test-economy-epiasghbf-con02a", "test-society-ghbgqeaaems-pro02a", "training-society-esgfh...
test-economy-eptpghdtre-pro02a	[ "training-economy-egppgghwgo-pro03a", "training-international-epvhwav1ep-pro03a", "training-economy-epehwpaja-pro01b", "training-international-amepdlvhb-pro03a", "training-economy-epsfhwpusss-con03b", "training-society-ihwgaii-pro02b", "test-economy-eptpghdtre-con01a", "training-politics-gvhbtnd-con01...
test-education-egscphsrdt-con01a	[ "test-education-egscphsrdt-con01a", "test-education-egscphsrdt-pro03b", "test-education-egscphsrdt-con02a", "test-education-egscphsrdt-pro02a", "test-education-egscphsrdt-pro02b", "test-education-egscphsrdt-con03b", "training-culture-amcghbmgvaw-con01b", "training-society-gmhbztpgtf-con03b", "traini...
test-education-pstrgsehwt-pro03a	[ "test-education-pstrgsehwt-pro03b", "training-science-gsehbehdc-con03a", "test-education-pstrgsehwt-pro02a", "test-society-asfhwapg-pro01b", "training-international-ghbwg-pro04b", "training-environment-ahwcb-pro01b", "test-religion-yercfrggms-pro02a", "test-education-pstrgsehwt-pro01a", "test-educat...
test-education-ughbuesbf-con03a	[ "training-education-uhwecpuu-pro03b", "training-education-uhwecpuu-pro02b", "test-education-egtuscpih-pro05a", "test-education-pteuhwfphe-con03a", "test-education-pteuhwfphe-con02b", "training-education-uhwecpuu-con02a", "test-education-egtuscpih-pro03a", "test-education-pteuhwfphe-pro01a", "trainin...
test-education-usuprmhbu-con02a	[ "test-education-usuprmhbu-con02b", "test-philosophy-npppmhwup-pro03b", "test-philosophy-npppmhwup-con02b", "test-philosophy-npppmhwup-con01b", "test-philosophy-npppmhwup-con02a", "test-education-usuprmhbu-pro03b", "test-philosophy-npppmhwup-con03b", "training-education-eguhwefpgu-con03a", "test-educ...
test-free-speech-debate-ldhwprhs-pro02a	[ "validation-free-speech-debate-nshwcb-pro02b", "training-culture-amcghbmgvaw-con03b", "training-law-ueegllghwhsl-con02b", "training-religion-fmshbrdmhg-pro02a", "validation-free-speech-debate-nshwcb-pro01a", "test-free-speech-debate-ldhwbmclg-pro02a", "test-religion-frghbbgi-pro04a", "training-religio...
test-free-speech-debate-yfsdfkhbwu-pro02a	[ "test-free-speech-debate-yfsdfkhbwu-con02a", "test-free-speech-debate-yfsdfkhbwu-pro03a", "test-free-speech-debate-yfsdfkhbwu-con02b", "test-education-ufsdfkhbwu-con02b", "test-politics-gvhwhnerse-con04a", "test-law-sdiflhrdffe-pro03a", "validation-free-speech-debate-fchbcuilre-pro02a", "training-digi...
test-health-ahiahbgbsp-pro02a	[ "test-health-ahiahbgbsp-pro05a", "training-health-ahghhwdsas-pro04b", "test-economy-bhahwbsps-con01b", "training-health-adhgphwfrs-pro02a", "training-sport-ehcpssohwpup-pro01b", "test-health-ahiahbgbsp-pro03a", "test-economy-bhahwbsps-pro02b", "test-health-ahiahbgbsp-con03a", "test-economy-bhahwbsps...
test-health-dhghhbampt-con01a	[ "training-health-hpessghwgt-pro02a", "test-health-dhghhbampt-pro01b", "test-philosophy-elhbrd-pro03b", "training-health-ahghhwdsas-con04a", "test-health-dhghhbampt-con03b", "test-health-dhghhbampt-con01b", "training-health-bhhghwapc-pro02a", "test-health-dhghhbampt-pro01a", "training-health-mchdhgwh...
test-health-dhghwapgd-con01a	[ "test-health-dhghwapgd-con01b", "test-health-dhiacihwph-con02a", "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-pro03a", "test-health-dhiacihwph-con01b", "test-health-dhghwapgd-pro03b", "test-health-dhiacihwph-pro02b", "test-health-dhiacihwph-pro01b", "training-health-bhhghwapc-con02a",...
test-health-dhiacihwph-pro01a	[ "test-health-dhiacihwph-con03a", "test-health-dhiacihwph-con02a", "test-health-dhiacihwph-pro04a", "test-health-dhiacihwph-pro02b", "test-health-dhiacihwph-pro01b", "test-health-dhiacihwph-con01b", "test-health-dhiacihwph-con03b", "training-health-bhhghwapc-pro04a", "training-health-bhhghwapc-con03a...
test-health-hgwhwbjfs-pro03a	[ "test-education-tuhwastua-pro04a", "test-health-hgwhwbjfs-con01a", "test-education-pshhghwpba0-pro02b", "training-education-shbpshrpe-con01b", "test-education-egscphsrdt-con02a", "training-education-psthwbh-pro01b", "test-health-hgwhwbjfs-pro03b", "training-health-hgwsytpsctpf-con02a", "test-health-...
test-international-aghbfcpspr-pro03a	[ "test-international-aghbfcpspr-pro03a", "test-international-aghbfcpspr-con02b", "test-international-aghbfcpspr-pro03b", "test-international-aghbfcpspr-con04a", "test-international-aghbfcpspr-pro02a", "test-culture-thbcsbptwhht-pro02a", "test-law-rmelhrilhbiw-con01b", "test-culture-thbcsbptwhht-pro01a"...
test-international-amehbuaisji-con04a	[ "test-international-amehbuaisji-con04a", "test-international-amehbuaisji-con04b", "test-philosophy-eppphwlrtjs-pro04a", "test-law-lghwpcctcc-pro02a", "training-law-hrilhwsyh-con03a", "validation-law-hrilhbiccfg-con03b", "training-law-ilhwpoa9apus-con01a", "test-law-hrilpgwhwr-pro01a", "test-politics...
test-international-appghblsba-con03a	[ "test-international-appghblsba-con03a", "test-international-appghblsba-pro03a", "test-international-appghblsba-con02b", "test-international-appghblsba-con02a", "test-international-appghblsba-con03b", "test-international-appghblsba-con01a", "test-international-appghblsba-pro03b", "validation-society-gf...
test-international-gmehwasr-con03a	[ "test-international-gmehwasr-pro02b", "test-international-gmehwasr-pro03a", "test-international-gmehwasr-pro02a", "test-international-gmehwasr-pro01a", "validation-international-atwhwatw-con01a", "training-politics-dtwhbnhsa-con01a", "training-politics-dwdfiphwut-pro04a", "test-politics-cdmaggpdgdf-pr...
test-international-gmehwasr-pro05a	[ "validation-international-mewhwakapps-con02a", "validation-international-mewhwakapps-con03a", "training-politics-oamepwhbwi-con03b", "training-international-mepdwhwhwi-con04a", "training-international-glilhbmai-pro01b", "test-international-gmehwasr-pro05b", "training-international-mehbcbiapts-pro03a", ...
test-international-gpdwhwcusa-pro03a	[ "test-international-gpdwhwcusa-pro03a", "test-international-gpdwhwcusa-pro03b", "test-international-gpdwhwcusa-pro02a", "test-international-gpdwhwcusa-con04b", "test-international-gpdwhwcusa-con03a", "test-international-gpdwhwcusa-con05b", "training-international-ygiadwmhb-pro03b", "test-politics-dhwe...
test-international-ipecfiepg-con02a	[ "test-international-ipecfiepg-pro01b", "test-politics-cpecfiepg-pro02b", "test-international-ipecfiepg-pro02a", "test-international-ipecfiepg-pro03b", "test-international-ipecfiepg-con01a", "test-international-ipecfiepg-con02b", "test-politics-cpecfiepg-con04b", "validation-international-ehwlavpiems-p...
test-international-siacphbnt-pro01a	[ "test-international-siacphbnt-pro01a", "test-international-siacphbnt-pro01b", "test-international-miasimyhw-con02a", "training-economy-bepeechbem-pro01a", "training-economy-bepeechbem-con01a", "training-economy-bepeechbem-con03a", "training-society-ihwgaii-pro02b", "test-international-siacphbnt-pro02a...
test-international-siacphbnt-pro04a	[ "test-international-siacphbnt-con03b", "training-education-udfakhwst-pro02a", "test-international-siacphbnt-con02b", "test-international-siacphbnt-con04b", "test-international-siacphbnt-pro04b", "validation-digital-freedoms-gthwaueai-con02b", "test-education-egtuscpih-pro05a", "training-international-...
test-law-lgplhbssbco-pro02a	[ "test-law-lgplhbssbco-pro02b", "test-health-dhpelhbass-con02b", "test-health-dhpelhbass-pro01a", "training-philosophy-epwhbtcbstjw-pro02b", "training-law-phsdpww-pro01a", "test-law-lgplhbssbco-pro01a", "test-health-dhpelhbass-con01b", "training-religion-chwccaogalp-con02b", "training-philosophy-lsgs...
test-law-phwmfri-con03a	[ "test-law-phwmfri-pro03a", "test-law-phwmfri-con01b", "training-law-cpphwlpvo-pro01a", "test-law-phwmfri-pro02b", "test-politics-ypppgvhwmv-con02b", "test-law-phwmfri-con02b", "training-law-phsdpww-con01b", "test-digital-freedoms-piidfiphwu-pro03a", "training-health-sshwnasso-con02a", "training-la...
test-law-phwmfri-pro01a	[ "test-law-phwmfri-pro03a", "test-law-phwmfri-pro01b", "training-law-lgpcpao-pro04a", "test-law-phwmfri-con01b", "test-law-phwmfri-pro02b", "test-law-phwmfri-con03b", "test-digital-freedoms-piidfiphwu-pro03a", "test-politics-ypppgvhwmv-con02b", "training-law-cpphwlpvo-pro01a", "training-economy-tpp...
test-law-umtlilhotac-con02a	[ "test-law-umtlilhotac-con02a", "training-international-alilhbukiw-con01a", "test-international-aglhrilhb-pro01a", "test-law-umtlilhotac-con02b", "test-law-lghwpcctcc-con02a", "test-philosophy-eppphwlrtjs-pro04a", "training-international-alilhbibaa-con03a", "training-law-hrilhwsyh-con03a", "training-...
test-philosophy-elhbrd-pro03a	[ "validation-philosophy-ehbidachsb-con03a", "test-law-lgplhbssbco-con03a", "test-health-dhpelhbass-pro01a", "test-health-dhpelhbass-con01a", "test-health-dhpelhbass-con01b", "test-health-dhpelhbass-pro01b", "test-philosophy-elhbrd-pro03b", "test-health-dhpelhbass-con02b", "training-science-ncpshwlucp...
test-politics-cpegiepgh-con01a	[ "test-politics-cpegiepgh-con01a", "test-politics-cpegiepgh-con01b", "test-politics-cpegiepgh-pro02b", "test-politics-cpegiepgh-pro01b", "test-politics-cpegiepgh-pro01a", "training-international-ehbbsgier-pro04b", "training-international-ehbbsgier-con04a", "training-international-ehbbsgier-pro05a", "...
test-politics-glghssi-pro03a	[ "test-politics-glghssi-pro01a", "training-international-eppgglghb-pro03a", "training-international-eppgglghb-con03a", "test-politics-glghssi-pro03b", "training-international-eppgglghb-pro01a", "training-environment-cehwirtrnp-con02a", "training-international-eppgglghb-con01a", "test-politics-glghssi-c...
test-politics-gvhbhlsbr-con04a	[ "test-politics-gvhbhlsbr-pro03b", "training-politics-pggllgvhwa-con03b", "test-politics-gvhbhlsbr-pro03a", "training-international-eppgglghb-con02a", "test-politics-gvhbhlsbr-pro04b", "test-politics-gvhbhlsbr-pro02b", "test-international-epvhwhranet-con03a", "test-politics-gvhbhlsbr-pro01a", "test-p...
test-politics-lghwdecm-con02a	[ "test-politics-lghwdecm-pro02a", "test-politics-lghwdecm-con02b", "test-politics-lghwdecm-con01a", "test-politics-lghwdecm-pro01a", "test-politics-lghwdecm-pro02b", "validation-politics-gvhwauec-con04a", "validation-digital-freedoms-phbphnrp-pro02a", "training-politics-pgghwbnap-pro01b", "test-polit...
test-politics-oapdhwinkp-con01a	[ "test-politics-oapdhwinkp-con01a", "test-politics-oapdhwinkp-con01b", "training-international-agdhwiafrk-pro01a", "test-science-dssghsdmd-pro03a", "test-science-dssghsdmd-pro04a", "training-politics-dwdfiphwut-con01a", "training-free-speech-debate-ifcidffe-con03a", "validation-international-mewhwakapp...
test-politics-ypppgvhwmv-con03a	[ "test-politics-ypppgvhwmv-con03a", "training-politics-pggllgvhwa-con03a", "training-politics-pggllgvhwa-con03b", "test-politics-ypppgvhwmv-pro03b", "training-politics-pgghwbnap-pro01b", "training-international-epvepesio-pro04a", "training-politics-pggllgvhwa-con04b", "training-politics-pgglgvhciu-con0...
test-politics-ypppgvhwmv-pro03a	[ "test-politics-ypppgvhwmv-pro03a", "test-politics-ypppgvhwmv-pro03b", "training-politics-yppplhbmlgl-con01a", "training-politics-pgghwbnap-pro01a", "test-politics-epvhbfsmsaop-con03b", "training-politics-pggllgvhwa-pro03a", "test-politics-epvhbfsmsaop-con03a", "training-politics-pgghwbnap-pro04a", "...
test-religion-grcrgshwbr-pro03a	[ "test-politics-grcrgshwbr-pro03a", "test-politics-grcrgshwbr-pro01a", "test-religion-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-pro01b", "test-politics-grcrgshwbr-pro02a", "test-politics-grcrgshwbr-con01b", "training-religion-frgsbnaofcs-pro03b", "training-relig...
test-religion-msgfhwbamec-con02a	[ "test-religion-msgfhwbamec-con02a", "test-religion-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-pro03b", "training-religion-frgsbnaofcs-con01b", "test-politics-grcrgshwbr-pro03a", "training-religion-frgsbnaofcs-pro03b", "test-politics-grcrgshwbr-pro01b", "training-free-speech-debate-nvhbfemir-con02a"...
test-science-wsihwclscaaw-con01a	[ "test-science-wsihwclscaaw-pro01a", "training-politics-dwdfiphwut-pro02b", "test-science-wsihwclscaaw-pro02a", "test-international-ghwcitca-con01a", "training-politics-dwdfiphwut-pro03a", "test-science-wsihwclscaaw-con01b", "test-science-wsihwclscaaw-con02b", "training-politics-dwdfiphwut-con03b", "...
test-society-epiasghbf-con04a	[ "test-society-epiasghbf-pro01b", "training-politics-oapglvsghw-pro03b", "test-economy-egiahbwaka-pro01a", "test-society-epiasghbf-pro03b", "test-international-miasimyhw-con02a", "training-sport-mosgtshwawcs-con04a", "training-health-dssiahwlswo-pro05b", "test-economy-epiasghbf-con01a", "test-economy...
test-sport-otshwbe2uuyt-con03a	[ "test-sport-otshwbe2uuyt-con02a", "test-sport-otshwbe2uuyt-pro03a", "test-sport-otshwbe2uuyt-con03b", "test-sport-otshwbe2uuyt-con04a", "training-law-hrilhwsyh-con01a", "training-law-hrilhwsyh-con03a", "training-international-egilpwhbrh-pro02b", "training-international-ehbesefe-pro04a", "test-sport-...

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

NanoBEIR-it (with bm25 subset)

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

What this dataset is

Language: it
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	0.5089	0.5578

Selected BM25 algorithm

Item	Value
Mode	`nltk_stem_stop`
Details	NLTK snowball stemming + stopword removal

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`	0.4118	0.4608
`NanoClimateFEVER`	0.3072	0.3755
`NanoDBPedia`	0.6046	0.6523
`NanoFEVER`	0.7864	0.7991
`NanoFiQA2018`	0.2893	0.3683
`NanoHotpotQA`	0.7623	0.7877
`NanoMSMARCO`	0.4231	0.4931
`NanoNFCorpus`	0.3168	0.2489
`NanoNQ`	0.3745	0.4491
`NanoQuoraRetrieval`	0.7844	0.8066
`NanoSCIDOCS`	0.3013	0.4058
`NanoSciFact`	0.6920	0.7161
`NanoTouche2020`	0.5626	0.6882