Datasets:

hotchpotch
/

NanoBEIR-ko-with-bm25

query-id stringlengths 23 41	corpus-ids listlengths 100 100
test-science-wsihwclscaaw-con01a	[ "test-science-wsihwclscaaw-pro01a", "training-politics-dwdfiphwut-pro03a", "test-international-ghwcitca-con01a", "test-science-wsihwclscaaw-pro02a", "training-politics-dwdfiphwut-con04a", "test-science-wsihwclscaaw-con01b", "test-science-wsihwclscaaw-con02b", "test-digital-freedoms-eifpgdff-con01a", ...
test-economy-eptpghdtre-pro02a	[ "test-economy-eptpghdtre-con03a", "test-international-siacphbnt-pro01a", "test-economy-eptpghdtre-pro02b", "training-society-ihwgaii-pro02b", "training-economy-egppgghwgo-pro03a", "test-economy-eptpghdtre-con01a", "training-economy-epsfhwpusss-con03b", "training-international-epvhwav1ep-pro03a", "va...
test-culture-mthbah-pro02a	[ "test-culture-mthbah-pro02a", "test-culture-mthbah-pro02b", "test-culture-mthbah-con02b", "training-health-mthwhwbpd-con01a", "test-culture-mmctghwbsa-con04a", "training-health-bhhghwapc-con03a", "training-economy-bepeghbnmw-pro02a", "test-culture-mthbah-con01b", "test-culture-mthbah-pro01b", "tes...
test-international-amehbuaisji-con04a	[ "test-international-amehbuaisji-con04a", "test-international-amehbuaisji-con04b", "validation-law-lghrilthwdt-con05a", "test-law-hrilpgwhwr-pro01a", "validation-law-lghrilthwdt-pro01a", "training-international-alilhbassw-con03a", "validation-law-lghrilthwdt-pro01b", "training-law-ilhwpoa9apus-pro01b",...
test-health-hgwhwbjfs-pro03a	[ "test-economy-thhghwhwift-con02a", "training-health-hgwhwilfepe-pro02a", "test-economy-thhghwhwift-pro01a", "training-economy-epeeghbpw-con01a", "training-health-hgwhwilfepe-pro01a", "validation-education-sthwiyrs-con01a", "training-digital-freedoms-ifakhbwfg-pro03b", "training-health-ahwba-pro03b", ...
test-health-dhghwapgd-con01a	[ "test-health-dhiacihwph-con02a", "test-health-dhghwapgd-con01b", "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-pro01b", "test-health-dhiacihwph-con01b", "training-health-bhhghwapc-con02a", "training-health-bhhghwapc-pro01a", "test-health-dhiacihwph-pro02b", "test-health-dhghhbampt-pro0...
test-education-pstrgsehwt-pro03a	[ "test-education-pstrgsehwt-pro03b", "training-science-gsehbehdc-con03a", "test-education-pstrgsehwt-con01a", "test-education-pstrgsehwt-pro02a", "training-free-speech-debate-fkhbtcptww-con04a", "training-science-gsehbehdc-con04b", "training-science-gsehbehdc-con01a", "test-education-pstrgsehwt-pro01a"...
test-economy-epiasghbf-con01a	[ "test-economy-epiasghbf-con01a", "test-society-ghbgqeaaems-con01b", "test-economy-epiasghbf-con03a", "test-economy-epiasghbf-con02a", "test-economy-epiasghbf-pro03b", "test-society-epiasghbf-pro03b", "test-economy-egiahbwaka-pro01a", "test-society-epiasghbf-con01b", "test-economy-epiasghbf-con01b", ...
test-sport-otshwbe2uuyt-con03a	[ "test-sport-otshwbe2uuyt-pro03a", "test-sport-otshwbe2uuyt-con02a", "test-sport-otshwbe2uuyt-con03b", "test-sport-otshwbe2uuyt-con04a", "training-international-egilpwhbrh-con03a", "training-international-egilpwhbrh-pro02b", "training-international-ehbesefe-pro04a", "training-law-hrilhwsyh-con03a", "...
test-politics-gvhbhlsbr-con04a	[ "training-politics-viwvfpps-con04b", "training-law-hrilsgihbes-con01a", "training-international-eppgglghb-con02a", "test-science-ciidfaihwc-pro01a", "training-international-eppgglghb-con03a", "training-politics-pgglgvhciu-con03a", "test-international-gsciidffe-pro03b", "training-international-epvhwav1...
test-economy-egecegphw-pro02a	[ "test-economy-egecegphw-pro02a", "test-economy-egecegphw-pro01a", "test-economy-egecegphw-pro01b", "test-economy-egecegphw-con02a", "test-economy-egecegphw-pro02b", "test-society-tsmihwurpp-pro03b", "test-economy-egecegphw-con02b", "test-philosophy-pphbclsbs-con04a", "training-international-ehbesefe...
test-politics-ypppgvhwmv-pro03a	[ "test-politics-ypppgvhwmv-pro03a", "training-politics-pggllgvhwa-pro03a", "test-politics-ypppgvhwmv-con01b", "test-politics-ypppgvhwmv-pro03b", "training-international-epgvhwhrum-con01a", "training-politics-pgghwbnap-pro01a", "training-philosophy-pphsipd-pro04b", "training-politics-pgghwbnap-pro01b", ...
test-law-phwmfri-con03a	[ "test-law-phwmfri-pro03a", "test-law-phwmfri-con01b", "test-politics-ypppgvhwmv-con02b", "training-science-ncpshwlucpc-con02a", "training-law-cpphwlpvo-pro01a", "test-law-cppshbcjsfm-con03a", "test-law-cppshbcjsfm-pro02a", "training-law-cppsmhbhce-pro03a", "test-philosophy-pphbclsbs-con05a", "test...
test-culture-tlhrilsfhwr-pro01a	[ "test-culture-tlhrilsfhwr-pro01a", "test-society-tlhrilsfhwr-pro04b", "test-culture-tlhrilsfhwr-pro04b", "test-culture-tlhrilsfhwr-con02a", "test-culture-tlhrilsfhwr-pro02b", "test-society-tlhrilsfhwr-pro01b", "test-society-tlhrilsfhwr-con02b", "test-society-tlhrilsfhwr-con03b", "test-culture-tlhril...
test-culture-thbcsbptwhht-pro04a	[ "test-culture-thbcsbptwhht-pro02a", "test-culture-thbcsbptwhht-con02b", "training-culture-tphwpac-pro02a", "test-culture-thbcsbptwhht-pro03a", "test-culture-thbcsbptwhht-con03a", "test-culture-thbcsbptwhht-pro01a", "test-education-usuprmhbu-pro01a", "test-culture-thbcsbptwhht-con03b", "test-law-ilpp...
test-economy-egppphbcb-pro03a	[ "test-economy-egppphbcb-pro03a", "test-economy-egppphbcb-pro03b", "test-education-usuprmhbu-con01b", "training-health-bhhgwtnychrrs-pro01b", "training-philosophy-iilepphbf-pro03a", "training-international-aghbusbh-pro05a", "training-culture-tpghwam-con01a", "validation-digital-freedoms-phbphnrp-pro02a...
test-health-ahiahbgbsp-pro02a	[ "training-health-ahghhwdsas-pro04b", "test-health-ahiahbgbsp-pro05a", "test-health-ahiahbgbsp-con03a", "test-economy-bhahwbsps-con01b", "training-health-adhgphwfrs-pro02a", "test-economy-bhahwbsps-con01a", "training-health-adhgphwfrs-pro03a", "test-health-ahiahbgbsp-pro03a", "training-health-adhgphw...
test-health-dhiacihwph-pro01a	[ "test-health-dhiacihwph-con03a", "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-pro03a", "test-health-dhiacihwph-pro01b", "validation-health-hpiahbps-pro01a", "training-health-bhhghwapc-con02a", "training-health-bhhghwapc-pro02a", "test-international-siacphbnt-pro01a", "test-internation...
test-politics-cpegiepgh-con01a	[ "test-politics-cpegiepgh-con01a", "test-politics-cpegiepgh-pro01a", "test-politics-cpegiepgh-con01b", "test-politics-cpegiepgh-pro02b", "test-politics-cpegiepgh-pro01b", "training-international-eppgglghb-con03a", "test-politics-cpegiepgh-con03b", "test-politics-cpecfiepg-con01b", "training-internati...
test-religion-grcrgshwbr-pro03a	[ "test-politics-grcrgshwbr-pro03a", "test-politics-grcrgshwbr-pro01a", "test-religion-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-con01b", "test-politics-grcrgshwbr-pro02a", "test-religion-grcrgshwbr-con02b", "training-religion-frgsbnaofcs-pro03b", "test-politics-...
test-culture-mthbah-pro05a	[ "test-culture-mthbah-pro05a", "test-culture-mmctghwbsa-con04a", "training-health-ahwba-con01a", "test-health-hgwhwbjfs-con01a", "training-law-cpshbsdcc-con02a", "test-digital-freedoms-phwnaccpdt-con01a", "training-law-ucgllghwbg-pro06a", "training-science-ncpshwlucpc-con01b", "training-sport-ohwico-...
test-politics-oapdhwinkp-con01a	[ "test-politics-oapdhwinkp-con01a", "test-politics-oapdhwinkp-con01b", "training-international-agdhwiafrk-pro01a", "test-politics-oglilpdwhsn-con01b", "training-international-aeghbltcbra-con01a", "training-international-glilhbmai-pro01b", "training-international-ghwascv-pro03a", "test-international-gli...
test-free-speech-debate-ldhwprhs-pro02a	[ "training-digital-freedoms-piidfphwbaa-pro02b", "test-free-speech-debate-ldhwbmclg-pro02a", "training-law-aullgsmhwchs-pro02a", "validation-free-speech-debate-nshwcb-pro01a", "training-law-ueegllghwhsl-con02b", "training-health-ssiahrgmhwc-pro01a", "test-free-speech-debate-ldhwprhs-pro01a", "training-...
test-society-epiasghbf-con04a	[ "training-politics-oapglvsghw-pro03b", "test-society-epiasghbf-pro01b", "training-politics-oapglvsghw-con02a", "training-politics-oapglvsghw-pro02b", "training-politics-oapglvsghw-con01a", "training-sport-mosgtshwawcs-pro03a", "training-sport-mosgtshwawcs-con04a", "validation-society-gfhbcimrst-pro04b...
test-law-lgplhbssbco-pro02a	[ "test-law-lgplhbssbco-pro02b", "test-health-dhpelhbass-con02b", "test-health-dhpelhbass-con02a", "test-health-hpehwadvoee-pro05b", "training-law-ueegllghwhsl-con03a", "training-law-ueegllghwhsl-con02b", "test-health-dhpelhbass-con01b", "training-law-ueegllghwhsl-pro03a", "training-philosophy-eppppgh...
test-health-dhghhbampt-con01a	[ "training-health-hpessghwgt-pro02a", "test-health-dhghhbampt-pro01a", "training-health-bhhghwapc-pro02a", "test-health-dhghhbampt-pro01b", "training-health-ahghhwdsas-pro03a", "test-health-dhpelhbass-con01b", "training-health-bhhghwapc-pro03a", "training-health-ahghhwdsas-con04a", "test-health-dhghh...
test-law-umtlilhotac-con02a	[ "test-law-umtlilhotac-con02a", "test-law-umtlilhotac-con02b", "test-philosophy-eppphwlrtjs-pro04a", "test-law-lghwpcctcc-con03a", "training-law-hrilhwsyh-pro03b", "test-international-amehbuaisji-con04b", "training-international-alhrilhwca-con04a", "test-international-amehbuaisji-pro02b", "test-law-u...
test-politics-ypppgvhwmv-con03a	[ "test-politics-ypppgvhwmv-con03a", "training-international-epvepesio-con02a", "test-politics-ypppgvhwmv-pro02a", "training-politics-pggvhbopam-pro03a", "test-politics-ypppgvhwmv-pro03b", "training-politics-pgghwbnap-pro01a", "test-politics-ypppgvhwmv-con01b", "training-politics-pgglgvhciu-con03a", "...
test-international-appghblsba-con03a	[ "test-international-appghblsba-con03a", "test-international-appghblsba-con02a", "test-international-appghblsba-con03b", "test-international-appghblsba-con02b", "test-international-appghblsba-con01a", "test-international-appghblsba-pro03a", "validation-society-gfhbcimrst-con01a", "training-internationa...
test-culture-ascidfakhba-pro04a	[ "test-culture-ascidfakhba-pro04a", "test-culture-ascidfakhba-pro03a", "test-culture-ascidfakhba-pro02a", "test-culture-ascidfakhba-pro01a", "test-culture-ascidfakhba-con01a", "training-digital-freedoms-iphwclcp-pro04a", "training-digital-freedoms-iphwclcp-con01a", "training-digital-freedoms-pidfakhwnf...
test-education-usuprmhbu-con02a	[ "test-education-usuprmhbu-con02b", "test-education-usuprmhbu-pro03b", "validation-society-gihbsosbcg-con03a", "test-philosophy-npppmhwup-con02a", "validation-society-gihbsosbcg-con02a", "test-politics-epvhbfsmsaop-con03a", "training-international-alhrpsgmhb-con03b", "test-philosophy-npppmhwup-con02b",...
test-law-phwmfri-pro01a	[ "test-law-phwmfri-pro02b", "test-law-phwmfri-pro03a", "test-law-phwmfri-pro01b", "test-law-phwmfri-con01b", "training-law-lgpcpao-pro04a", "test-politics-ypppgvhwmv-con02a", "training-law-cpphwlpvo-pro01a", "training-economy-tppphwift-con03a", "training-law-ucgllghwbg-pro05a", "test-politics-ypppg...
test-international-gmehwasr-pro05a	[ "test-international-gmehwasr-pro01a", "test-international-gmehwasr-pro03a", "validation-international-mewhwakapps-con03a", "validation-international-mewhwakapps-con03b", "test-international-gmehwasr-con05a", "test-international-gmehwasr-pro02a", "training-international-aptwhbfri-pro03b", "validation-i...
test-education-ughbuesbf-con03a	[ "training-education-uhwecpuu-con02a", "training-education-uhwecpuu-pro02b", "test-education-pteuhwfphe-con02a", "test-education-egtuscpih-pro03a", "test-education-egtuscpih-pro02a", "test-education-udfakusma-pro02a", "test-education-pteuhwfphe-con02b", "training-education-uhwecpuu-pro03b", "test-edu...
test-free-speech-debate-yfsdfkhbwu-pro02a	[ "test-free-speech-debate-yfsdfkhbwu-pro03a", "test-free-speech-debate-yfsdfkhbwu-con01a", "training-digital-freedoms-pidfakhwcs-con03a", "training-international-ghbssbupd-con03a", "training-education-uhwecpuu-pro02b", "training-politics-pgghwbnap-pro02b", "training-law-ilppghsuta-con02a", "training-ph...
test-international-gmehwasr-con03a	[ "test-international-gmehwasr-pro03a", "test-international-gmehwasr-pro01a", "test-international-gmehwasr-pro02b", "test-international-gmehwasr-con05a", "test-international-gmehwasr-pro02a", "training-international-amehbncag-pro04a", "validation-international-atwhwatw-con01a", "training-international-a...
test-economy-egppphbcb-pro01a	[ "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "training-education-shbpshrpe-pro01a", "training-economy-epegppphw-con01a", "test-economy-egppphbcb-pro04a", "training-education-uhwecpuu-pro02a", "training-society-esgfhbhsbpt-con01a", "training-sport-mosgtshwawcs-pro02a", "training-...
test-international-siacphbnt-pro04a	[ "test-international-atiahblit-pro02a", "test-international-siacphbnt-pro02a", "test-international-siacphbnt-con02b", "test-economy-fiahwpamu-pro01a", "test-international-siacphbnt-con03b", "validation-health-hpiahbps-pro01a", "test-international-siacphbnt-pro05a", "test-international-siacphbnt-pro01a"...
test-economy-epegiahsc-pro02a	[ "test-economy-epegiahsc-con04a", "training-economy-feghbgft-con04a", "test-economy-epegiahsc-pro01b", "training-law-ilhwpoa9apus-con02a", "training-economy-epiahbnhba-con02a", "training-international-gsciidfi-con01a", "training-law-ilhwpoa9apus-con01a", "training-international-aghbusbh-pro03b", "tes...
test-international-ipecfiepg-con02a	[ "test-politics-cpecfiepg-pro02b", "test-international-ipecfiepg-pro02a", "test-international-ipecfiepg-pro03a", "test-international-ipecfiepg-pro01b", "test-international-ipecfiepg-con01a", "test-politics-cpecfiepg-con01b", "test-international-ipecfiepg-con03b", "test-international-ipecfiepg-pro03b", ...
test-international-gpdwhwcusa-pro03a	[ "test-international-gpdwhwcusa-pro03a", "test-international-gpdwhwcusa-pro03b", "test-international-gpdwhwcusa-pro02a", "test-international-gpdwhwcusa-con04b", "training-international-aghwaucsa-con03b", "test-international-gpdwhwcusa-con04a", "training-international-aghwaucsa-pro03a", "training-intern...
test-religion-msgfhwbamec-con02a	[ "test-religion-msgfhwbamec-con02a", "test-religion-msgfhwbamec-con02b", "test-politics-grcrgshwbr-pro01a", "training-culture-mrrtdnsnhpc-pro01a", "validation-politics-tsihsspa-pro01a", "training-economy-epecfhwie-pro01a", "training-religion-frgsbnaofcs-pro03b", "test-politics-grcrgshwbr-con02a", "te...
test-international-aghbfcpspr-pro03a	[ "test-international-aghbfcpspr-pro03a", "test-international-aghbfcpspr-con03b", "test-international-aghbfcpspr-pro04b", "test-science-ciidfaihwc-pro03a", "test-international-aghbfcpspr-con02b", "test-science-ciidfaihwc-pro01a", "test-international-aghbfcpspr-pro01a", "test-science-ciidfaihwc-pro03b", ...
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-politics-dwdfiphwut-con02a", "traini...
test-philosophy-elhbrd-pro03a	[ "test-philosophy-elhbrd-pro02a", "test-law-lgplhbssbco-con03a", "test-health-dhpelhbass-pro01a", "validation-philosophy-ehbidachsb-con03a", "test-philosophy-elkosmj-con01b", "test-health-dhpelhbass-con01a", "training-science-ncpshwlucpc-con01b", "test-law-lgplhbssbco-pro01b", "training-religion-fmsh...
test-politics-glghssi-pro03a	[ "test-politics-glghssi-pro01a", "training-international-eppgglghb-pro03a", "test-politics-glghssi-con03b", "training-international-eppgglghb-con01a", "training-international-eppgglghb-pro02a", "training-international-eppgglghb-con03a", "test-society-ghbgqeaaems-con01b", "test-politics-glghssi-con02a",...
test-education-egscphsrdt-con01a	[ "test-education-egscphsrdt-con01a", "test-education-egscphsrdt-con02a", "test-education-egscphsrdt-pro03b", "test-education-egscphsrdt-pro02a", "test-education-egscphsrdt-con03b", "test-education-egscphsrdt-pro02b", "test-digital-freedoms-eifpgdff-pro01a", "training-education-psthwbh-pro06b", "test-...
test-international-siacphbnt-pro01a	[ "test-international-siacphbnt-pro01a", "test-international-siacphbnt-pro01b", "training-society-fygspsmy-pro04a", "test-international-miasimyhw-con02a", "training-economy-beegshbtsb-pro02a", "training-economy-bepeechbem-pro02a", "test-society-epiasghbf-pro01b", "training-international-epvhwav1ep-pro03...
test-economy-beplcpdffe-con04a	[ "test-economy-beplcpdffe-con04b", "training-law-ucgllghwbg-pro06a", "training-law-ucgllghwbg-con02a", "training-law-ucgllghwbg-pro01b", "test-economy-beplcpdffe-pro04a", "test-economy-beplcpdffe-pro02a", "test-economy-beplcpdffe-con05b", "test-economy-beplcpdffe-pro03a", "test-economy-beplcpdffe-pro...
test-politics-lghwdecm-con02a	[ "test-politics-lghwdecm-pro02a", "training-politics-oamepdgtwh-pro01a", "training-politics-pggvhbopam-pro03a", "training-philosophy-pphsipd-pro02a", "training-politics-eapvovrdcfu-pro02a", "test-politics-lghwdecm-con03a", "training-politics-pggvhbopam-pro02a", "test-politics-lghwdecm-pro01a", "train...

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

NanoBEIR-ko (with bm25 subset)

A BM25-first retrieval subset derived from LiquidAI/NanoBEIR-ko for reproducible NanoBEIR evaluation.

What this dataset is

Language: ko
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	0.4421	0.4932

Selected BM25 algorithm

Item	Value
Mode	`wordseg`
Details	word segmentation: kiwipiepy

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`	0.3463	0.3983
`NanoClimateFEVER`	0.2553	0.3336
`NanoDBPedia`	0.5364	0.5945
`NanoFEVER`	0.5736	0.6151
`NanoFiQA2018`	0.3423	0.4062
`NanoHotpotQA`	0.5239	0.5745
`NanoMSMARCO`	0.3168	0.3874
`NanoNFCorpus`	0.2727	0.2035
`NanoNQ`	0.4178	0.4610
`NanoQuoraRetrieval`	0.7210	0.7456
`NanoSCIDOCS`	0.2735	0.3918
`NanoSciFact`	0.6686	0.6860
`NanoTouche2020`	0.4997	0.6144