Datasets:

hotchpotch
/

NanoBEIR-es-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-pro02a", "test-culture-ascidfakhba-pro01a", "training-digital-freedoms-pidfakhwnfawn-pro02a", "test-culture-ascidfakhba-con03a", "test-culture-ascidfakhba-pro02b", "training-digital-freedoms-pidfakhwnfawn-c...
test-culture-mthbah-pro02a	[ "test-culture-mthbah-pro02a", "test-culture-mthbah-pro02b", "training-education-shbpshrpe-pro01a", "test-culture-mthbah-pro04a", "test-economy-egppphbcb-pro01b", "test-culture-mmctghwbsa-con04a", "training-health-mthwhwbpd-con01a", "training-philosophy-lsfhwnhc-pro01b", "training-health-adhgphwfrs-p...
test-culture-mthbah-pro05a	[ "test-culture-mthbah-pro05a", "training-law-cpshbsdcc-con02a", "training-health-sshwnasso-pro01a", "training-education-dgegihwbsvv-pro02a", "training-philosophy-lsgsgfhbpsb-pro03a", "test-culture-ahrtsdlgra-pro02a", "training-philosophy-pphsipd-con01b", "test-culture-mthbah-pro05b", "training-law-uc...
test-culture-thbcsbptwhht-pro04a	[ "test-culture-thbcsbptwhht-pro01a", "test-culture-thbcsbptwhht-pro02a", "test-culture-thbcsbptwhht-con02b", "test-culture-thbcsbptwhht-pro03a", "test-culture-thbcsbptwhht-con01a", "test-culture-thbcsbptwhht-pro04b", "test-international-aghbfcpspr-pro03a", "test-international-aghbfcpspr-pro04a", "tra...
test-culture-tlhrilsfhwr-pro01a	[ "test-culture-tlhrilsfhwr-pro01a", "test-culture-tlhrilsfhwr-con03b", "test-society-tlhrilsfhwr-con03b", "test-culture-tlhrilsfhwr-pro04b", "test-society-tlhrilsfhwr-pro04b", "test-culture-tlhrilsfhwr-con02a", "test-society-tlhrilsfhwr-pro01b", "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-international-gsciidfi-con03a", "training-digital-freedoms-ifakhbwfg-pro02a", "training-digital-freedoms-fehwiwcb-pro03a", "training-politics-dwdfiphwut-con02a", "traini...
test-economy-beplcpdffe-con04a	[ "test-economy-beplcpdffe-pro03a", "training-law-ucgllghwbg-pro06b", "test-economy-beplcpdffe-con04b", "test-economy-beplcpdffe-con05b", "test-economy-beplcpdffe-pro04a", "training-law-ucgllghwbg-pro06a", "training-law-ucgllghwbg-pro01b", "training-law-tllgrhwds-pro01a", "training-education-ulghblqwc...
test-economy-egecegphw-pro02a	[ "test-economy-egecegphw-pro02a", "test-economy-egecegphw-pro02b", "test-economy-egecegphw-pro01b", "test-economy-egecegphw-pro01a", "test-economy-egecegphw-con02a", "test-economy-egecegphw-con02b", "training-international-agphwen-con03b", "test-economy-epegiahsc-con04a", "training-international-appg...
test-economy-egppphbcb-pro01a	[ "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "test-economy-egppphbcb-pro04a", "training-economy-epegppphw-con01a", "training-society-esgfhbhsbpt-con03a", "test-economy-thsptr-con01a", "training-economy-epegppphw-con03a", "training-digital-freedoms-phwbtoabup-con01a", "training-e...
test-economy-egppphbcb-pro03a	[ "test-economy-egppphbcb-pro03a", "test-economy-egppphbcb-pro03b", "training-culture-tpghwam-con01a", "training-economy-bepeghbnmw-con02a", "training-international-ghbowramrlw-con02a", "test-economy-thsptr-con05a", "training-free-speech-debate-ifcidffe-pro02a", "training-digital-freedoms-gthbtsbp-pro03...
test-economy-epegiahsc-pro02a	[ "training-economy-feghbgft-con04a", "test-economy-epegiahsc-con04a", "training-law-ilhwpoa9apus-con01a", "training-economy-epiahbnhba-con01b", "test-international-amehbuaisji-con03a", "training-international-gsciidfi-con01a", "validation-international-gsidfphb-pro04a", "training-law-ilpwhbujufp-con01a...
test-economy-epiasghbf-con01a	[ "test-economy-epiasghbf-con01a", "test-economy-epiasghbf-con03a", "test-society-epiasghbf-con01b", "test-economy-epiasghbf-con02a", "training-politics-oapglvsghw-pro02b", "test-economy-epiasghbf-con01b", "test-society-epiasghbf-con02b", "test-society-ghbgqeaaems-con01b", "test-society-ghbgqeaaems-pr...
test-economy-eptpghdtre-pro02a	[ "test-economy-eptpghdtre-pro02b", "training-international-amepdlvhb-pro03a", "test-economy-eptpghdtre-con03a", "training-politics-pgghwbnap-pro02b", "test-international-ehbfe-pro01b", "test-economy-eptpghdtre-con01a", "training-society-ihwgaii-pro02b", "test-international-siacphbnt-pro01a", "test-ec...
test-education-egscphsrdt-con01a	[ "test-education-egscphsrdt-con01a", "test-education-egscphsrdt-pro03b", "test-education-egscphsrdt-con02a", "test-education-egscphsrdt-con03b", "test-education-egscphsrdt-pro02a", "test-education-egscphsrdt-pro02b", "test-law-tahglcphsld-con02a", "test-law-tahglcphsld-con02b", "test-law-tahglcphsld-...
test-education-pstrgsehwt-pro03a	[ "test-education-pstrgsehwt-pro03b", "training-science-gsehbehdc-con03a", "test-education-pstrgsehwt-pro02a", "test-education-pstrgsehwt-con01a", "test-religion-yercfrggms-pro02a", "training-free-speech-debate-fkhbtcptww-con04a", "test-religion-yercfrggms-pro04a", "test-education-pstrgsehwt-pro01a", ...
test-education-ughbuesbf-con03a	[ "training-education-uhwecpuu-con02a", "training-education-uhwecpuu-pro03b", "test-education-egtuscpih-pro05a", "test-education-egtuscpih-pro02a", "training-education-uhwecpuu-pro02b", "training-education-uhwecpuu-pro02a", "training-education-uhwecpuu-con01a", "test-education-pteuhwfphe-con03a", "tes...
test-education-usuprmhbu-con02a	[ "test-education-usuprmhbu-con02b", "test-philosophy-npppmhwup-pro03b", "test-philosophy-npppmhwup-con03b", "test-philosophy-npppmhwup-con02b", "test-philosophy-npppmhwup-pro03a", "test-philosophy-npppmhwup-con01b", "test-education-usuprmhbu-con01b", "test-philosophy-npppmhwup-con02a", "test-educatio...
test-free-speech-debate-ldhwprhs-pro02a	[ "training-culture-amcghbmgvaw-con03b", "validation-free-speech-debate-nshwcb-pro01a", "test-digital-freedoms-aihwbasmn-pro01a", "training-religion-fmshbrdmhg-pro02a", "test-free-speech-debate-ldhwbmclg-pro02a", "validation-free-speech-debate-nshwcb-pro02b", "training-law-ueegllghwhsl-con02b", "test-fr...
test-free-speech-debate-yfsdfkhbwu-pro02a	[ "test-free-speech-debate-yfsdfkhbwu-pro03a", "test-education-udfakusma-pro04a", "test-education-pteuhwfphe-pro02b", "training-free-speech-debate-fchbnhampi-con01b", "test-free-speech-debate-yfsdfkhbwu-con02a", "training-digital-freedoms-pidfakhwcs-con01a", "test-culture-mmctyshwbcp-pro01b", "test-poli...
test-health-ahiahbgbsp-pro02a	[ "test-health-ahiahbgbsp-pro05a", "training-health-ahghhwdsas-pro04b", "test-economy-bhahwbsps-con01a", "test-economy-bhahwbsps-pro02b", "test-economy-bhahwbsps-con01b", "training-health-ahghhwdsas-con01a", "test-health-ahiahbgbsp-pro03a", "training-health-ahghhwdsas-pro03b", "training-sport-ehcpssoh...
test-health-dhghhbampt-con01a	[ "training-health-hpessghwgt-pro02a", "test-health-dhghhbampt-pro01b", "test-health-dhghhbampt-pro01a", "test-health-dhghhbampt-pro02a", "training-health-bhhghwapc-pro02a", "test-health-dhghhbampt-con01b", "test-health-dhpelhbass-con01b", "training-health-ahghhwdsas-con04a", "test-health-dhghhbampt-c...
test-health-dhghwapgd-con01a	[ "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-con02a", "training-international-gsciidfi-pro02a", "test-health-dhghwapgd-con01b", "training-health-bhhghwapc-con02a", "test-health-dhiacihwph-con01b", "test-health-dhiacihwph-pro03a", "test-health-dhiacihwph-pro01b", "training-health-bhhgh...
test-health-dhiacihwph-pro01a	[ "test-health-dhiacihwph-con03a", "test-health-dhiacihwph-pro01b", "training-health-bhhghwapc-pro04a", "test-health-dhiacihwph-pro04a", "test-health-dhiacihwph-con02a", "test-health-dhiacihwph-con01b", "test-health-dhiacihwph-con03b", "test-health-dhiacihwph-pro02b", "training-health-bhhghwapc-con03a...
test-health-hgwhwbjfs-pro03a	[ "training-education-psthwbh-pro01b", "test-economy-thhghwhwift-pro02a", "test-health-hgwhwbjfs-con03a", "test-economy-thhghwhwift-con02a", "test-health-hgwhwbjfs-pro02a", "test-education-tuhwastua-pro04a", "training-education-eguhwefpgu-pro01a", "training-sport-ehcpssohwpup-pro04a", "test-economy-th...
test-international-aghbfcpspr-pro03a	[ "test-international-aghbfcpspr-pro03a", "test-international-aghbfcpspr-pro03b", "test-international-aghbfcpspr-con02b", "test-international-aghbfcpspr-con03a", "test-international-aghbfcpspr-pro02a", "test-international-aghbfcpspr-pro04a", "test-international-aghbfcpspr-con03b", "test-culture-thbcsbpt...
test-international-amehbuaisji-con04a	[ "test-international-amehbuaisji-con04a", "test-international-amehbuaisji-con04b", "test-international-amehbuaisji-con03a", "training-law-ilhwpoa9apus-con01a", "validation-law-lghrilthwdt-pro01a", "validation-law-hrilhbiccfg-pro05b", "training-law-ilhwpoa9apus-pro01b", "test-philosophy-eppphwlrtjs-con0...
test-international-appghblsba-con03a	[ "test-international-appghblsba-con03a", "test-international-appghblsba-pro03a", "test-international-appghblsba-con02b", "test-international-appghblsba-con03b", "test-international-appghblsba-con01a", "test-international-appghblsba-con02a", "validation-society-gfhbcimrst-con01a", "test-sport-aastshsrqs...
test-international-gmehwasr-con03a	[ "test-international-gmehwasr-con05a", "training-international-amehbncag-con02b", "validation-international-atwhwatw-con01a", "test-international-gmehwasr-pro02b", "training-international-gmepwhbuil-pro02a", "training-international-aghwaucsa-con03a", "test-international-amehbuaisji-con03a", "test-inter...
test-international-gmehwasr-pro05a	[ "validation-international-mewhwakapps-con02a", "validation-international-mewhwakapps-con03a", "validation-international-mewhwakapps-con03b", "training-international-apdwhwispo-con03a", "training-international-glilhbmai-pro01b", "training-international-aptwhbfri-con01a", "test-international-gmehwasr-pro0...
test-international-gpdwhwcusa-pro03a	[ "test-international-gpdwhwcusa-pro03a", "test-international-gpdwhwcusa-pro03b", "test-international-gpdwhwcusa-pro02a", "test-international-gpdwhwcusa-con05b", "test-international-gpdwhwcusa-con04b", "test-international-gpdwhwcusa-con03a", "training-international-aghwaucsa-con03b", "training-internati...
test-international-ipecfiepg-con02a	[ "test-politics-cpecfiepg-pro02b", "validation-international-ehwlavpiems-pro03a", "test-international-ipecfiepg-pro01b", "test-international-ipecfiepg-pro03b", "test-politics-cpecfiepg-con04b", "test-international-ipecfiepg-con04b", "test-international-ipecfiepg-con03b", "test-international-ipecfiepg-p...
test-international-siacphbnt-pro01a	[ "test-international-siacphbnt-pro01a", "test-international-siacphbnt-pro01b", "training-society-fygspsmy-pro04a", "training-economy-bepeechbem-pro01a", "training-society-ihwgaii-pro02b", "test-international-miasimyhw-con02a", "training-economy-beegshbtsb-pro02a", "test-society-epiasghbf-pro01b", "tr...
test-international-siacphbnt-pro04a	[ "test-international-siacphbnt-con03b", "test-international-siacphbnt-pro02a", "test-international-siacphbnt-con02b", "test-international-siacphbnt-pro05a", "validation-health-hpiahbps-pro01a", "validation-economy-tiacphbtt-con01a", "test-international-atiahblit-pro02a", "test-international-siacphbnt-p...
test-law-lgplhbssbco-pro02a	[ "test-law-lgplhbssbco-pro02b", "test-health-dhpelhbass-con02b", "test-law-lgplhbssbco-pro01b", "training-law-phsdpww-pro01a", "test-law-lgplhbssbco-con03b", "test-health-dhpelhbass-con01b", "training-philosophy-lsgsgfhbpsb-con03a", "test-health-dhpelhbass-pro01a", "training-economy-epegppphw-pro03b"...
test-law-phwmfri-con03a	[ "training-law-cpphwlpvo-pro01a", "test-law-phwmfri-pro03a", "test-law-phwmfri-con01b", "test-law-phwmfri-pro02b", "test-politics-ypppgvhwmv-con02b", "test-philosophy-eppphwlrtjs-pro04a", "test-law-phwmfri-con03b", "training-law-lgpcpao-pro04a", "training-law-cpshbsdcc-con01a", "training-health-ssh...
test-law-phwmfri-pro01a	[ "test-law-phwmfri-pro01b", "test-law-phwmfri-pro03a", "test-law-phwmfri-con03b", "test-law-phwmfri-con01b", "test-law-phwmfri-pro02b", "test-digital-freedoms-piidfiphwu-pro03a", "training-international-ghbssbupd-con02a", "training-economy-epiaghwssd-con03a", "test-politics-ypppgvhwmv-con02b", "tra...
test-law-umtlilhotac-con02a	[ "test-law-umtlilhotac-con02a", "test-philosophy-eppphwlrtjs-pro04a", "test-law-umtlilhotac-con02b", "test-law-lghwpcctcc-con03a", "training-international-alilhbassw-con03a", "test-international-amehbuaisji-con04b", "training-law-hrilhwpwc-pro01a", "test-law-lghwpcctcc-con02a", "test-law-hrilpgwhwr-c...
test-philosophy-elhbrd-pro03a	[ "validation-philosophy-ehbidachsb-con03a", "test-health-dhpelhbass-pro01a", "test-philosophy-elhbrd-pro03b", "test-philosophy-elhbrd-con03a", "test-health-hdond-pro04b", "test-health-dhpelhbass-pro01b", "test-health-dhpelhbass-con01b", "test-law-lgplhbssbco-con03a", "test-philosophy-elhbrd-con03b", ...
test-politics-cpegiepgh-con01a	[ "test-politics-cpegiepgh-con01a", "test-politics-cpegiepgh-con01b", "test-politics-cpegiepgh-pro02b", "test-politics-cpegiepgh-pro01a", "test-politics-cpegiepgh-pro01b", "test-politics-cpegiepgh-con03b", "training-international-eppgglghb-con03a", "training-international-ehbbsgier-con04a", "training-...
test-politics-glghssi-pro03a	[ "test-politics-glghssi-pro01a", "training-international-eppgglghb-con03a", "training-international-eppgglghb-pro03a", "training-international-eppgglghb-con01a", "test-politics-glghssi-pro03b", "training-international-eppgglghb-pro01a", "test-economy-bepahbtsnrt-con03b", "training-environment-cehwirtrn...
test-politics-gvhbhlsbr-con04a	[ "test-politics-gvhbhlsbr-pro03b", "training-politics-pggllgvhwa-con03b", "test-politics-gvhbhlsbr-pro03a", "test-politics-gvhbhlsbr-con04b", "training-international-eppgglghb-con02a", "training-politics-ghbuhsbap-pro02a", "test-politics-gvhbhlsbr-pro04b", "test-international-epvhwhranet-con03b", "te...
test-politics-lghwdecm-con02a	[ "test-politics-lghwdecm-pro02a", "test-politics-lghwdecm-pro02b", "test-politics-lghwdecm-con01a", "test-politics-lghwdecm-pro01a", "test-politics-lghwdecm-con02b", "test-politics-lghwdecm-pro03b", "test-politics-lghwdecm-con03a", "training-philosophy-eppppghwe-con04a", "training-politics-pgghwbnap-...
test-politics-oapdhwinkp-con01a	[ "test-politics-oapdhwinkp-con01a", "test-politics-oapdhwinkp-con01b", "training-international-agdhwiafrk-pro01a", "validation-politics-dhwdtnw-con02b", "training-politics-dwdfiphwut-con01a", "test-international-ghwcitca-con01a", "test-politics-oglilpdwhsn-con03b", "training-international-ghbssbupd-con...
test-politics-ypppgvhwmv-con03a	[ "test-politics-ypppgvhwmv-con03a", "test-politics-ypppgvhwmv-con01b", "test-politics-ypppgvhwmv-pro02a", "validation-digital-freedoms-gthwaueai-pro01a", "training-politics-pgghwbnap-pro01b", "training-politics-pggvhbopam-pro03a", "training-politics-vhwlva1-pro03b", "training-politics-pggllgvhwa-con03b...
test-politics-ypppgvhwmv-pro03a	[ "test-politics-ypppgvhwmv-pro03a", "test-politics-ypppgvhwmv-pro03b", "training-politics-pgghwbnap-pro01a", "training-politics-pggllgvhwa-pro03a", "training-politics-pgghwbnap-pro01b", "test-politics-epvhbfsmsaop-con03b", "training-politics-pgghwbnap-pro04a", "test-politics-ypppgvhwmv-con02b", "trai...
test-religion-grcrgshwbr-pro03a	[ "test-politics-grcrgshwbr-pro03a", "test-politics-grcrgshwbr-pro01a", "test-politics-grcrgshwbr-pro03b", "test-religion-grcrgshwbr-pro03b", "training-religion-frgsbnaofcs-pro03b", "training-religion-fmshbrdmhg-pro01a", "test-politics-grcrgshwbr-con03a", "test-politics-grcrgshwbr-pro02a", "test-relig...
test-religion-msgfhwbamec-con02a	[ "test-religion-msgfhwbamec-con02a", "test-politics-grcrgshwbr-pro03b", "test-religion-grcrgshwbr-pro03b", "training-religion-frgsbnaofcs-pro03b", "training-culture-mrrtdnsnhpc-con04b", "test-religion-msgfhwbamec-pro02b", "test-politics-grcrgshwbr-pro01a", "training-religion-frgsbnaofcs-con01b", "tra...
test-science-wsihwclscaaw-con01a	[ "training-politics-dwdfiphwut-pro03a", "training-politics-dwdfiphwut-pro04a", "test-science-wsihwclscaaw-pro02a", "test-international-ghwcitca-con01a", "training-digital-freedoms-fehwiwcb-pro03b", "test-science-wsihwclscaaw-pro01a", "test-international-ghwcitca-con02b", "test-philosophy-pppthbtcb-pro0...
test-society-epiasghbf-con04a	[ "test-society-epiasghbf-pro01b", "test-society-ghbgqeaaems-con01b", "test-international-siacphbnt-pro01a", "validation-society-gfhbcimrst-pro04b", "test-international-miasimyhw-con02a", "training-sport-mosgtshwawcs-con04a", "training-politics-oapglvsghw-pro02a", "test-economy-epiasghbf-pro02b", "val...
test-sport-otshwbe2uuyt-con03a	[ "test-sport-otshwbe2uuyt-pro03a", "test-sport-otshwbe2uuyt-con04a", "test-sport-otshwbe2uuyt-con02a", "test-sport-otshwbe2uuyt-con03b", "training-law-hrilhwsyh-con03a", "training-international-egilpwhbrh-pro02b", "training-international-egilpwhbrh-con03a", "training-international-ehbesefe-pro04a", "...

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

NanoBEIR-es (with bm25 subset)

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

What this dataset is

Language: es
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	0.5074	0.5518

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`	0.3930	0.4468
`NanoClimateFEVER`	0.2847	0.3686
`NanoDBPedia`	0.6207	0.6457
`NanoFEVER`	0.7878	0.8023
`NanoFiQA2018`	0.3269	0.3942
`NanoHotpotQA`	0.7525	0.7743
`NanoMSMARCO`	0.4114	0.4733
`NanoNFCorpus`	0.3006	0.2252
`NanoNQ`	0.3280	0.4086
`NanoQuoraRetrieval`	0.7933	0.8122
`NanoSCIDOCS`	0.2975	0.4019
`NanoSciFact`	0.7173	0.7341
`NanoTouche2020`	0.5830	0.6865