Datasets:

hotchpotch
/

NanoBEIR-sv-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-pidfakhwnfawn-pro02a", "test-law-cppshbcjsfm-pro02a", "test-free-speech-debate-ldhwbmclg-con02a", "training-digital-freedoms-iphwclcp-pro04a", "validation-science-cihbdmwpm-pro02a", "test-philosophy-eppphw...
test-culture-mthbah-pro02a	[ "test-culture-mthbah-pro02a", "test-culture-mthbah-pro04a", "test-culture-mthbah-pro02b", "training-health-bhhghwapc-con03a", "training-environment-pscisghwbs3-con01a", "test-culture-mthbah-con02b", "training-education-shbpshrpe-pro01a", "training-health-mthwhwbpd-con01a", "training-environment-achb...
test-culture-mthbah-pro05a	[ "test-culture-mthbah-pro05a", "test-culture-mthbah-con03b", "training-law-ucgllghwbg-pro06a", "test-health-hpehwadvoee-pro01b", "validation-science-cpecshmpj-con02a", "training-law-cpshbsdcc-con02b", "training-philosophy-lsfhwnhc-pro01b", "test-digital-freedoms-phwnaccpdt-pro02b", "test-culture-mmct...
test-culture-thbcsbptwhht-pro04a	[ "test-culture-thbcsbptwhht-con02b", "test-culture-thbcsbptwhht-pro01a", "test-culture-thbcsbptwhht-pro02a", "test-law-hrilpgwhwr-pro02a", "test-culture-thbcsbptwhht-pro04b", "test-culture-thbcsbptwhht-con01a", "test-international-aghbfcpspr-pro03a", "test-culture-thbcsbptwhht-pro03b", "test-internat...
test-culture-tlhrilsfhwr-pro01a	[ "test-culture-tlhrilsfhwr-pro01a", "test-culture-tlhrilsfhwr-pro02b", "test-culture-tlhrilsfhwr-pro04b", "test-society-tlhrilsfhwr-con03b", "test-culture-tlhrilsfhwr-con03b", "test-society-tlhrilsfhwr-pro04b", "test-society-tlhrilsfhwr-con01b", "test-culture-tlhrilsfhwr-con01b", "test-culture-tlhril...
test-digital-freedoms-dfiphbgs-pro01a	[ "test-digital-freedoms-dfiphbgs-con03a", "test-digital-freedoms-dfiphbgs-con02b", "test-digital-freedoms-dfiphbgs-pro01b", "training-economy-epeshwimra-con02a", "test-education-udfakusma-con03a", "training-free-speech-debate-efsdfkhwsds-con02b", "training-law-aullgsmhwchs-con01a", "training-education-...
test-economy-beplcpdffe-con04a	[ "training-law-ucgllghwbg-pro06a", "test-economy-beplcpdffe-con04b", "test-economy-beplcpdffe-con05b", "training-law-ucgllghwbg-pro06b", "training-sport-ohwico-con02a", "training-sport-tshwiropf-con01b", "test-economy-beplcpdffe-pro03a", "training-law-ucgllghwbg-pro05a", "training-education-dgegihwbs...
test-economy-egecegphw-pro02a	[ "test-economy-egecegphw-pro02a", "test-economy-egecegphw-pro01a", "test-economy-egecegphw-pro02b", "test-economy-egecegphw-con02a", "test-economy-egecegphw-pro01b", "test-economy-egecegphw-con02b", "test-economy-eptpghdtre-pro02b", "test-culture-ascidfakhba-con03a", "test-politics-cpegiepgh-con01b",...
test-economy-egppphbcb-pro01a	[ "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "test-economy-thsptr-con01a", "test-economy-egppphbcb-pro04a", "training-education-shbpshrpe-pro01a", "training-economy-epegppphw-con03a", "training-economy-epegppphw-con01a", "test-politics-mtpghwaacb-pro02b", "training-law-lgsghwlp-...
test-economy-egppphbcb-pro03a	[ "test-economy-egppphbcb-pro03a", "test-economy-egppphbcb-pro03b", "training-international-aeghbltcbra-pro02a", "training-science-cpesgguhwe-con03a", "training-law-cplghrhwrgo-pro01a", "training-culture-tpghwam-con01a", "training-free-speech-debate-ifcidffe-pro02a", "test-health-dhpelhbass-pro01a", "...
test-economy-epegiahsc-pro02a	[ "training-law-ilpwhbujufp-con01a", "test-international-ehbfe-pro03a", "training-international-aghbusbh-con04a", "training-international-ghwfunb-con04b", "test-economy-epegiahsc-con04a", "training-economy-fiaghwewsco-con03b", "validation-politics-ghbfsabun-con04b", "test-economy-epegiahsc-con02a", "t...
test-economy-epiasghbf-con01a	[ "test-economy-epiasghbf-con01a", "test-economy-epiasghbf-con03a", "test-society-epiasghbf-con01b", "test-economy-epiasghbf-con01b", "test-economy-epiasghbf-con02a", "training-international-ipiasgfih-con02a", "training-international-ipiasgfih-pro02b", "training-health-dssiahwlswo-pro05b", "test-socie...
test-economy-eptpghdtre-pro02a	[ "test-economy-eptpghdtre-pro02b", "training-economy-egppgghwgo-pro03a", "training-society-ihwgaii-pro02b", "test-economy-eptpghdtre-con03a", "test-economy-eptpghdtre-pro03a", "test-economy-eptpghdtre-con01a", "training-international-amepdlvhb-pro03a", "training-economy-epsfhwpusss-con03b", "test-eco...
test-education-egscphsrdt-con01a	[ "test-education-egscphsrdt-con01a", "test-education-egscphsrdt-con02a", "test-education-egscphsrdt-con03b", "test-education-egscphsrdt-pro03b", "test-education-egscphsrdt-pro02b", "test-education-egscphsrdt-pro02a", "training-law-cplghrhwrgo-pro01a", "training-digital-freedoms-sfydfphwap-con01a", "t...
test-education-pstrgsehwt-pro03a	[ "test-education-pstrgsehwt-pro03b", "training-science-gsehbehdc-con03a", "test-education-pstrgsehwt-pro02a", "test-religion-yercfrggms-pro02a", "training-environment-crasbmurcc-pro02b", "test-society-asfhwapg-pro01b", "training-environment-pscisghwbs3-con02a", "test-religion-yercfrggms-pro04a", "tra...
test-education-ughbuesbf-con03a	[ "training-education-uhwecpuu-con02a", "test-education-pteuhwfphe-pro03a", "test-education-pteuhwfphe-pro02b", "training-education-uhwecpuu-pro02b", "test-education-egtuscpih-pro03a", "test-education-ughbuesbf-con03b", "training-education-uhwecpuu-pro02a", "test-education-pteuhwfphe-con03a", "trainin...
test-education-usuprmhbu-con02a	[ "test-philosophy-npppmhwup-con03b", "test-education-usuprmhbu-pro03a", "test-philosophy-npppmhwup-pro03a", "test-education-usuprmhbu-con02b", "test-philosophy-npppmhwup-pro04a", "test-education-usuprmhbu-pro01a", "test-philosophy-npppmhwup-pro02a", "test-philosophy-npppmhwup-con01b", "test-philosoph...
test-free-speech-debate-ldhwprhs-pro02a	[ "training-religion-fmshbrdmhg-pro02a", "training-culture-amcghbmgvaw-con03b", "training-culture-vgcpiyhwrvv-pro04a", "validation-free-speech-debate-nshwcb-pro02b", "test-free-speech-debate-ldhwprhs-pro01a", "test-free-speech-debate-ldhwprhs-con03a", "test-digital-freedoms-aihwbasmn-pro01a", "validatio...
test-free-speech-debate-yfsdfkhbwu-pro02a	[ "test-free-speech-debate-yfsdfkhbwu-pro03a", "test-education-udfakusma-pro04a", "training-international-ghbssbupd-con03a", "validation-free-speech-debate-fchbcuilre-pro02a", "test-education-pteuhwfphe-con02a", "training-education-udfakhwst-pro02a", "test-education-egtuscpih-pro05b", "training-culture-...
test-health-ahiahbgbsp-pro02a	[ "training-health-ahghhwdsas-pro04b", "test-health-ahiahbgbsp-pro05a", "test-health-ahiahbgbsp-pro02b", "training-health-adhgphwfrs-pro01a", "test-health-ahiahbgbsp-con01a", "training-health-adhgphwfrs-pro03a", "training-health-ahghhwdsas-con04a", "training-health-ahghhwdsas-con01a", "training-health...
test-health-dhghhbampt-con01a	[ "training-health-hpessghwgt-pro02a", "test-philosophy-elhbrd-pro03b", "training-environment-ahwbsawhnbsf-con01a", "test-international-epvhwhranet-pro01b", "training-free-speech-debate-bphwpborfs-con02a", "validation-society-gihbsosbcg-con02a", "training-environment-raceeghg-con02b", "training-health-m...
test-health-dhghwapgd-con01a	[ "test-health-dhghwapgd-con01b", "test-health-dhiacihwph-con02a", "test-health-dhiacihwph-pro02b", "test-health-dhiacihwph-con01b", "test-health-dhghwapgd-pro03b", "test-health-dhiacihwph-pro03a", "test-health-dhiacihwph-con03a", "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-pro04b", ...
test-health-dhiacihwph-pro01a	[ "test-health-dhiacihwph-con02a", "test-health-dhiacihwph-con01b", "test-health-dhiacihwph-pro03a", "test-health-dhiacihwph-pro02b", "test-health-dhiacihwph-con03a", "test-health-dhiacihwph-pro01b", "test-health-dhiacihwph-con03b", "test-health-dhiacihwph-pro04a", "test-health-dhiacihwph-pro04b", "...
test-health-hgwhwbjfs-pro03a	[ "test-economy-thhghwhwift-con02a", "test-health-hgwhwbjfs-con03a", "training-education-shwmlflcsp-pro06b", "training-education-eguhwefpgu-pro01a", "training-health-hgwhwilfepe-pro01a", "test-economy-thhghwhwift-pro02a", "test-economy-thhghwhwift-pro01a", "training-health-ahwba-pro03b", "test-educati...
test-international-aghbfcpspr-pro03a	[ "test-international-aghbfcpspr-pro03a", "test-international-aghbfcpspr-pro03b", "test-international-aghbfcpspr-con02b", "test-law-rmelhrilhbiw-con01b", "training-free-speech-debate-efsdfkhwsds-con02b", "test-international-aghbfcpspr-con03b", "test-digital-freedoms-eifdfaihs-pro03b", "test-internationa...
test-international-amehbuaisji-con04a	[ "test-international-amehbuaisji-con04a", "training-law-ilhwpoa9apus-pro01b", "validation-law-hrilhbiccfg-con05a", "test-law-lghwpcctcc-pro02a", "test-law-umtlilhotac-con02a", "training-religion-cghwrwugapa-con04b", "validation-law-hrilhbiccfg-con01b", "test-international-amehbuaisji-con03a", "test-i...
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-pro03b", "validation-society-gfhbcimrst-con01a", "test-international-ap...
test-international-gmehwasr-con03a	[ "test-international-gmehwasr-pro02b", "test-international-gmehwasr-con05a", "test-international-gmehwasr-pro02a", "test-international-gmehwasr-pro03a", "test-international-gmehwasr-pro01a", "validation-international-atwhwatw-con01a", "test-politics-cdmaggpdgdf-pro03a", "training-international-alcphbgb...
test-international-gmehwasr-pro05a	[ "test-international-gmehwasr-pro01a", "validation-international-mewhwakapps-con02a", "training-international-aptwhbfri-con01b", "test-international-gmehwasr-pro03a", "training-international-aptwhbfri-con01a", "test-international-gmehwasr-pro02a", "validation-international-mewhwakapps-con03b", "trainin...
test-international-gpdwhwcusa-pro03a	[ "test-international-gpdwhwcusa-pro03a", "test-international-gpdwhwcusa-pro02a", "test-international-gpdwhwcusa-pro03b", "test-international-gpdwhwcusa-con04b", "test-international-gpdwhwcusa-con05b", "training-international-aghwaucsa-pro03a", "test-international-gpdwhwcusa-con03a", "test-international...
test-international-ipecfiepg-con02a	[ "test-politics-cpecfiepg-pro02b", "test-international-ipecfiepg-pro02a", "test-international-ipecfiepg-pro01b", "test-international-ipecfiepg-con04b", "test-international-ipecfiepg-con01a", "test-international-ipecfiepg-con02b", "test-international-ipecfiepg-pro03b", "training-economy-epecfhwie-pro01a...
test-international-siacphbnt-pro01a	[ "test-international-siacphbnt-pro01a", "training-economy-bepeechbem-con02a", "test-society-epiasghbf-pro01b", "test-international-miasimyhw-con02a", "training-economy-bepeechbem-con02b", "training-economy-bepeghbnmw-con02a", "training-society-fygspsmy-pro02a", "training-society-ihwgaii-pro02b", "tra...
test-international-siacphbnt-pro04a	[ "test-science-nsihwbtiss-con01b", "training-education-udfakhwst-pro02a", "test-education-tuhwastua-pro02b", "training-international-aaghwsddf-pro03b", "test-international-atiahblit-con01b", "training-digital-freedoms-aihbied-pro02a", "training-international-epgvhwhrum-con01a", "training-education-shbp...
test-law-lgplhbssbco-pro02a	[ "training-law-ueegllghwhsl-pro01a", "test-health-dhpelhbass-con02b", "training-philosophy-olrfhwapgs-con01b", "training-philosophy-pphsipd-con04b", "training-free-speech-debate-fchblmdakw-con03b", "training-law-ueegllghwhsl-pro03a", "training-law-ueegllghwhsl-pro02a", "test-philosophy-elkosmj-con02a",...
test-law-phwmfri-con03a	[ "test-law-phwmfri-pro03a", "test-law-phwmfri-con03b", "test-law-phwmfri-con02b", "test-law-phwmfri-con01b", "test-law-phwmfri-pro01b", "test-law-phwmfri-pro02b", "test-politics-ypppgvhwmv-con02b", "training-law-cpphwlpvo-pro01a", "test-philosophy-eppphwlrtjs-pro04a", "test-politics-ypppgvhwmv-con0...
test-law-phwmfri-pro01a	[ "test-law-phwmfri-pro02b", "test-law-phwmfri-pro03a", "test-law-phwmfri-pro01b", "test-law-phwmfri-con03b", "test-law-phwmfri-con01b", "training-law-lgpcpao-pro04a", "test-politics-ypppgvhwmv-con02a", "test-politics-ypppgvhwmv-con02b", "test-education-pteuhwfphe-pro02b", "test-economy-thsptr-pro04...
test-law-umtlilhotac-con02a	[ "test-law-umtlilhotac-con02a", "test-law-umtlilhotac-con02b", "test-law-lghwpcctcc-con03a", "test-law-lghwpcctcc-con02a", "test-philosophy-eppphwlrtjs-pro04a", "validation-law-lghrilthwdt-pro01b", "training-international-alilhbukiw-con01a", "training-international-alilhbassw-con03a", "test-internati...
test-philosophy-elhbrd-pro03a	[ "validation-philosophy-ehbidachsb-con03a", "test-philosophy-elhbrd-pro03b", "test-health-dhpelhbass-pro01a", "test-philosophy-elhbrd-con03a", "test-international-bldimehbn-pro02a", "training-religion-mhwkosm-pro02a", "test-philosophy-elkosmj-con01b", "test-health-dhpelhbass-con02a", "test-health-dhp...
test-politics-cpegiepgh-con01a	[ "test-politics-cpegiepgh-con01a", "test-politics-cpegiepgh-con01b", "test-politics-cpegiepgh-pro02b", "test-politics-cpegiepgh-pro01a", "test-politics-cpegiepgh-pro01b", "training-international-eppgglghb-con03a", "training-international-ehbbsgier-con04a", "test-politics-cpecfiepg-con01b", "test-econ...
test-politics-glghssi-pro03a	[ "training-international-eppgglghb-con03a", "training-international-eppgglghb-pro03a", "test-politics-glghssi-pro01a", "training-international-eppgglghb-pro01a", "training-international-eppgglghb-con01a", "test-politics-glghssi-con01a", "test-politics-glghssi-pro03b", "training-international-eppgglghb-...
test-politics-gvhbhlsbr-con04a	[ "test-politics-gvhbhlsbr-con04b", "training-politics-pggllgvhwa-pro02a", "test-international-epvhwhranet-con03b", "training-politics-pggvhbophd-pro01a", "training-politics-pgglgvhciu-con03a", "training-politics-pgglgvhciu-con02b", "training-politics-oepvhwvseacd0-con02a", "training-international-epgvh...
test-politics-lghwdecm-con02a	[ "test-politics-lghwdecm-pro02a", "test-politics-lghwdecm-con02b", "test-politics-lghwdecm-pro01a", "test-politics-lghwdecm-pro03b", "training-politics-oamepdgtwh-pro01a", "test-politics-lghwdecm-con03a", "test-politics-lghwdecm-pro02b", "training-politics-pggvhbopam-con02b", "validation-politics-gvh...
test-politics-oapdhwinkp-con01a	[ "test-politics-oapdhwinkp-con01a", "test-politics-oapdhwinkp-con01b", "training-politics-dwdfiphwut-con01a", "training-international-ghbssbupd-con01a", "training-international-ghwascv-pro03a", "training-international-agdhwiafrk-pro01a", "training-law-ilpwhbujufp-con02a", "training-international-gmepwh...
test-politics-ypppgvhwmv-con03a	[ "test-politics-ypppgvhwmv-con03a", "test-politics-ypppgvhwmv-pro02a", "training-law-cplghwap-con04a", "test-politics-ypppgvhwmv-con02b", "training-politics-pgglgvhciu-pro04a", "training-society-iasihbmubf-con05a", "training-politics-pggvhbopam-pro02b", "test-politics-ypppgvhwmv-con01b", "training-po...
test-politics-ypppgvhwmv-pro03a	[ "test-politics-ypppgvhwmv-pro03a", "training-politics-pggllgvhwa-pro03a", "training-politics-pgghwbnap-pro01a", "test-politics-epvhbfsmsaop-con03b", "test-politics-ypppgvhwmv-pro03b", "test-politics-ypppgvhwmv-pro01b", "test-politics-ypppgvhwmv-pro05a", "training-politics-pggvhbopam-pro02a", "valida...
test-religion-grcrgshwbr-pro03a	[ "test-politics-grcrgshwbr-pro03a", "test-politics-grcrgshwbr-pro01a", "test-politics-grcrgshwbr-con01b", "test-politics-grcrgshwbr-pro01b", "training-religion-fmshbrdmhg-pro01a", "test-politics-grcrgshwbr-pro02a", "test-religion-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-pro03b", "test-politics-g...
test-religion-msgfhwbamec-con02a	[ "test-religion-msgfhwbamec-con02a", "training-free-speech-debate-nvhbfemir-con02a", "training-religion-frgsbnaofcs-pro03b", "training-religion-frgsbnaofcs-con01b", "test-religion-msgfhwbamec-pro02b", "test-religion-msgfhwbamec-pro01a", "test-religion-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-pro03...
test-science-wsihwclscaaw-con01a	[ "test-science-wsihwclscaaw-pro01a", "training-digital-freedoms-fehwiwcb-pro03b", "training-politics-dwdfiphwut-pro02b", "test-science-wsihwclscaaw-pro02a", "test-digital-freedoms-eifpgdff-con01a", "test-international-ghwcitca-con01a", "training-politics-dwdfiphwut-pro03a", "test-international-eghrhbeu...
test-society-epiasghbf-con04a	[ "test-society-epiasghbf-pro01b", "test-society-ghbgqeaaems-con01b", "training-culture-thrhwbbc-pro02a", "test-society-epiasghbf-pro03b", "test-economy-epiasghbf-pro03b", "validation-politics-pggsghwip-pro01b", "training-economy-eigsim-pro02a", "test-economy-egiahbwaka-pro02a", "training-sport-mosgts...
test-sport-otshwbe2uuyt-con03a	[ "test-sport-otshwbe2uuyt-con03b", "test-sport-otshwbe2uuyt-con02a", "test-sport-otshwbe2uuyt-con04a", "test-sport-otshwbe2uuyt-pro03a", "training-international-ehbesefe-pro04a", "training-international-egilpwhbrh-con03a", "validation-international-epgwhwlcr-pro03a", "training-law-hrilhwsyh-con03a", ...

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

NanoBEIR-sv (with bm25 subset)

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

What this dataset is

Language: sv
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	0.4580	0.4971

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`	0.3682	0.4172
`NanoClimateFEVER`	0.2817	0.3545
`NanoDBPedia`	0.5162	0.5702
`NanoFEVER`	0.7745	0.7938
`NanoFiQA2018`	0.1972	0.2531
`NanoHotpotQA`	0.7534	0.7745
`NanoMSMARCO`	0.3968	0.4510
`NanoNFCorpus`	0.3021	0.2022
`NanoNQ`	0.3478	0.4165
`NanoQuoraRetrieval`	0.6860	0.7091
`NanoSCIDOCS`	0.2265	0.2971
`NanoSciFact`	0.6367	0.6561
`NanoTouche2020`	0.4664	0.5674