Datasets:

hotchpotch
/

NanoBEIR-no-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-con01a", "test-science-ascidfakhba-pro04b", "test-culture-ascidfakhba-pro03a", "test-culture-ascidfakhba-pro04b", "training-digital-freedoms-pidfakhwnfawn-pro02a", "training-digital-freedoms-iphwc...
test-culture-mthbah-pro02a	[ "test-culture-mthbah-pro02a", "training-health-bhhghwapc-con03a", "test-culture-mthbah-pro01b", "test-culture-mthbah-con02b", "test-culture-mthbah-pro02b", "test-culture-mthbah-pro04a", "test-digital-freedoms-phwnaccpdt-con01b", "training-environment-pscisghwbs3-pro03b", "training-health-bhhghwapc-p...
test-culture-mthbah-pro05a	[ "test-culture-mthbah-pro05a", "training-law-cpshbsdcc-con02a", "validation-science-cpecshmpj-con02a", "training-law-ucgllghwbg-pro06a", "training-law-cpshbsdcc-con02b", "test-culture-mthbah-con03b", "training-society-esgfhbhsbpt-pro02b", "training-philosophy-lsfhwnhc-pro01b", "training-culture-cgmmc...
test-culture-thbcsbptwhht-pro04a	[ "test-culture-thbcsbptwhht-pro02a", "test-culture-thbcsbptwhht-pro01a", "test-culture-thbcsbptwhht-con01a", "test-culture-thbcsbptwhht-pro04b", "test-culture-thbcsbptwhht-con02b", "test-culture-thbcsbptwhht-pro03a", "test-international-aghbfcpspr-pro03a", "test-law-hrilpgwhwr-pro02a", "training-cult...
test-culture-tlhrilsfhwr-pro01a	[ "test-culture-tlhrilsfhwr-pro01a", "test-culture-tlhrilsfhwr-pro02b", "test-society-tlhrilsfhwr-pro04b", "test-culture-tlhrilsfhwr-pro04b", "test-society-tlhrilsfhwr-con03b", "test-culture-tlhrilsfhwr-con03b", "test-culture-tlhrilsfhwr-con02a", "test-society-tlhrilsfhwr-con01b", "test-society-tlhril...
test-digital-freedoms-dfiphbgs-pro01a	[ "test-digital-freedoms-dfiphbgs-con03a", "test-digital-freedoms-dfiphbgs-pro01b", "test-digital-freedoms-dfiphbgs-con02b", "training-law-aullgsmhwchs-con01a", "training-international-ipeegiahw-con01b", "training-religion-chwccaogalp-pro04a", "training-science-cidfiphwa-pro03a", "training-digital-freed...
test-economy-beplcpdffe-con04a	[ "test-economy-beplcpdffe-con04b", "test-economy-beplcpdffe-pro04a", "training-law-ucgllghwbg-pro06b", "training-law-ucgllghwbg-pro05a", "training-law-ucgllghwbg-pro06a", "test-economy-beplcpdffe-pro03a", "test-economy-beplcpdffe-pro02a", "training-sport-tshwiropf-con01b", "test-economy-beplcpdffe-co...
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-free-speech-debate-yfsdfkhbwu-con01a", "training-international-ehbesefe-pro03a", "test-economy-egecegphw-con02b", "training-inter...
test-economy-egppphbcb-pro01a	[ "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "training-economy-epeshwimra-pro02b", "training-economy-epegppphw-con01a", "training-education-shbpshrpe-pro01a", "training-law-lgsghwlp-con04a", "test-digital-freedoms-phwnaccpdt-pro02b", "test-law-tahglcphsld-con03b", "training-heal...
test-economy-egppphbcb-pro03a	[ "test-economy-egppphbcb-pro03a", "test-economy-egppphbcb-pro03b", "test-health-dhpelhbass-pro01a", "training-health-bhhgwtnychrrs-pro01b", "training-international-agpwhouhmp-pro02a", "training-economy-bepeghbnmw-pro02a", "training-science-ncpshwlucpc-con01a", "test-health-hpehwadvoee-pro03a", "train...
test-economy-epegiahsc-pro02a	[ "training-law-ilhwpoa9apus-con02a", "training-law-ilpwhbujufp-con01a", "validation-politics-ghbfsabun-con04b", "test-economy-epegiahsc-con04a", "training-international-ghwfunb-con04b", "test-economy-epegiahsc-con02a", "training-international-aghbusbh-pro03b", "training-international-epgvhwhrum-con02b"...
test-economy-epiasghbf-con01a	[ "test-economy-epiasghbf-con01a", "test-economy-epiasghbf-con02a", "training-international-ipiasgfih-pro02b", "training-international-ipiasgfih-con02a", "test-economy-epiasghbf-con01b", "test-society-epiasghbf-con01b", "validation-society-gfhbcimrst-pro02b", "test-economy-egiahbwaka-pro01a", "test-ec...
test-economy-eptpghdtre-pro02a	[ "test-economy-eptpghdtre-pro02b", "training-society-ihwgaii-pro02b", "training-economy-egppgghwgo-pro03a", "test-economy-eptpghdtre-con03a", "test-economy-eptpghdtre-con01a", "training-politics-ghbrphliw-pro03b", "training-economy-epeeghbpw-pro01a", "training-politics-ghbrphliw-pro03a", "training-po...
test-education-egscphsrdt-con01a	[ "test-education-egscphsrdt-con01a", "test-education-egscphsrdt-pro03b", "test-education-egscphsrdt-pro02b", "test-education-egscphsrdt-pro02a", "test-education-egscphsrdt-con02a", "test-education-egscphsrdt-con03b", "test-digital-freedoms-eifpgdff-pro01a", "training-law-tllgrhwds-con04a", "test-inte...
test-education-pstrgsehwt-pro03a	[ "test-education-pstrgsehwt-pro03b", "training-science-gsehbehdc-con03a", "test-education-pstrgsehwt-pro02a", "test-education-pstrgsehwt-con01a", "training-free-speech-debate-fkhbtcptww-con04a", "test-religion-yercfrggms-pro02a", "test-culture-thbcsbptwhht-con03a", "test-religion-yercfrggms-pro04a", ...
test-education-ughbuesbf-con03a	[ "training-education-uhwecpuu-con02a", "test-education-egtuscpih-pro02a", "training-education-uhwecpuu-con01a", "test-education-ughbuesbf-con03b", "training-education-uhwecpuu-pro03b", "test-education-pteuhwfphe-con03a", "test-education-udfakusma-pro02a", "training-education-uhwecpuu-pro02a", "test-e...
test-education-usuprmhbu-con02a	[ "test-philosophy-npppmhwup-pro03b", "test-philosophy-npppmhwup-con02b", "test-education-usuprmhbu-con02b", "test-education-usuprmhbu-con01b", "test-philosophy-npppmhwup-con01b", "test-education-usuprmhbu-pro01a", "test-philosophy-npppmhwup-pro04a", "test-philosophy-npppmhwup-con03b", "training-inter...
test-free-speech-debate-ldhwprhs-pro02a	[ "test-digital-freedoms-aihwbasmn-pro01a", "training-religion-fmshbrdmhg-pro02a", "test-free-speech-debate-ldhwprhs-pro01a", "validation-free-speech-debate-bphwpbsas-pro03a", "test-free-speech-debate-ldhwbmclg-pro02a", "training-free-speech-debate-bphbemsbp-con03a", "training-digital-freedoms-fehwbawdh-p...
test-free-speech-debate-yfsdfkhbwu-pro02a	[ "test-free-speech-debate-yfsdfkhbwu-con02a", "test-free-speech-debate-yfsdfkhbwu-pro03a", "test-education-udfakusma-pro04a", "test-education-udfakusma-con03a", "test-education-egscphsrdt-con01a", "training-education-udfakhwst-pro02a", "test-education-pteuhwfphe-con03a", "training-education-egshwrsla1-...
test-health-ahiahbgbsp-pro02a	[ "training-health-ahghhwdsas-pro04b", "training-health-adhgphwfrs-pro03a", "test-health-ahiahbgbsp-pro05a", "training-health-adhgphwfrs-pro01a", "training-health-adhgphwfrs-pro02a", "test-health-ahiahbgbsp-con03a", "training-health-ahghhwdsas-pro03a", "test-health-ahiahbgbsp-pro02b", "training-sport-...
test-health-dhghhbampt-con01a	[ "training-health-hpessghwgt-pro02a", "training-philosophy-lsgsgfhbpsb-con01a", "test-health-dhpelhbass-con01b", "training-health-fhhphwisu-con03a", "test-health-dhghhbampt-pro01a", "test-philosophy-elhbrd-pro03b", "training-health-bhhghwapc-pro02a", "training-international-gsimhbnws-pro01a", "traini...
test-health-dhghwapgd-con01a	[ "test-health-dhiacihwph-con01b", "test-health-dhiacihwph-con03a", "test-health-dhiacihwph-pro02b", "test-health-dhghwapgd-pro03b", "test-health-dhghwapgd-pro05b", "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-con02a", "test-health-dhiacihwph-pro03a", "test-health-dhghwapgd-con04b", "...
test-health-dhiacihwph-pro01a	[ "test-health-dhiacihwph-con02a", "test-health-dhiacihwph-pro03a", "test-health-dhiacihwph-pro01b", "test-health-dhiacihwph-pro04a", "test-health-dhiacihwph-con03b", "training-health-bhhghwapc-con03a", "test-health-dhghwapgd-con01b", "training-international-gsciidfi-pro02a", "test-health-dhiacihwph-p...
test-health-hgwhwbjfs-pro03a	[ "test-economy-thhghwhwift-con02a", "test-economy-thhghwhwift-pro02a", "training-education-shwmlflcsp-pro06b", "training-education-eguhwefpgu-pro01a", "test-health-hgwhwbjfs-con03a", "test-economy-thhghwhwift-pro01a", "training-economy-epeeghbpw-con01a", "training-digital-freedoms-ifakhbwfg-con05b", ...
test-international-aghbfcpspr-pro03a	[ "test-international-aghbfcpspr-pro03a", "test-international-aghbfcpspr-pro03b", "test-international-aghbfcpspr-pro04a", "test-international-aghbfcpspr-pro02a", "test-international-aghbfcpspr-pro01a", "test-international-aghbfcpspr-con04b", "test-international-aghbfcpspr-con03b", "test-international-ag...
test-international-amehbuaisji-con04a	[ "test-international-amehbuaisji-con04a", "training-international-alilhbassw-con03a", "test-international-amehbuaisji-con04b", "test-law-lghwpcctcc-pro02a", "test-law-hrilpgwhwr-pro01a", "test-international-amehbuaisji-con03a", "training-law-cppfmyhwicc-con02a", "test-law-cpilhbishioe-pro04a", "valid...
test-international-appghblsba-con03a	[ "test-international-appghblsba-con03a", "test-international-appghblsba-con02a", "test-international-appghblsba-con02b", "test-international-appghblsba-pro03a", "test-international-appghblsba-con03b", "test-international-appghblsba-con01a", "training-environment-cpiahwdwf-pro02a", "validation-society-g...
test-international-gmehwasr-con03a	[ "test-international-gmehwasr-pro03a", "test-international-gmehwasr-pro01a", "test-international-gmehwasr-pro02a", "test-international-gmehwasr-pro02b", "validation-international-atwhwatw-con01a", "test-international-ghwcitca-con01a", "training-politics-dwdfiphwut-pro04a", "training-international-agpwh...
test-international-gmehwasr-pro05a	[ "validation-international-mewhwakapps-con02a", "validation-law-hrilppwhb-con01a", "test-international-gmehwasr-pro03a", "test-international-gmehwasr-pro05b", "test-international-gpdwhwcusa-pro02a", "training-international-mepdwhwhwi-pro01b", "validation-international-mewhwakapps-pro03a", "training-int...
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", "training-international-glhrilhbunh-con03a", "training-interna...
test-international-ipecfiepg-con02a	[ "test-international-ipecfiepg-pro01b", "test-international-ipecfiepg-pro02a", "test-international-ipecfiepg-con01a", "test-politics-cpecfiepg-pro02b", "test-politics-cpecfiepg-con04b", "test-international-ipecfiepg-pro03b", "test-international-ipecfiepg-con02b", "training-economy-epecfhwie-pro01a", ...
test-international-siacphbnt-pro01a	[ "test-international-siacphbnt-pro01a", "test-international-siacphbnt-pro02a", "test-international-siacphbnt-pro04b", "test-international-miasimyhw-pro01a", "training-international-mciahbncb-pro03a", "training-economy-bepeghbnmw-con02a", "training-economy-epeshwimra-pro01a", "training-economy-beegshbts...
test-international-siacphbnt-pro04a	[ "test-international-siacphbnt-con03b", "test-international-siacphbnt-con02b", "training-education-udfakhwst-pro02a", "test-international-siacphbnt-pro02a", "test-international-siacphbnt-pro05a", "test-international-siacphbnt-pro01a", "test-economy-epiasghbf-pro01a", "test-international-siacphbnt-con02...
test-law-lgplhbssbco-pro02a	[ "test-health-dhpelhbass-con02b", "test-health-dhpelhbass-pro01b", "test-health-dhpelhbass-con01b", "test-health-dhpelhbass-con02a", "training-law-ueegllghwhsl-pro03a", "training-philosophy-olrfhwapgs-con01b", "training-law-ueegllghwhsl-pro01a", "test-health-hpehwadvoee-pro05b", "test-health-dhpelhba...
test-law-phwmfri-con03a	[ "test-law-phwmfri-pro03a", "test-law-phwmfri-pro02b", "test-law-phwmfri-con01b", "test-politics-ypppgvhwmv-con02b", "training-law-cpphwlpvo-pro01a", "training-health-sshwnasso-pro01a", "training-law-lgpcpao-pro04a", "test-international-iighbopcc-pro02b", "test-law-cppshbcjsfm-con03a", "test-educat...
test-law-phwmfri-pro01a	[ "test-law-phwmfri-pro01b", "test-law-phwmfri-con01b", "test-law-phwmfri-pro03a", "training-economy-tppphwift-con03a", "test-education-pteuhwfphe-pro03a", "test-law-phwmfri-con03b", "training-culture-cgmmcthbrt-pro02b", "test-economy-thsptr-con01a", "test-law-phwmfri-con02a", "training-law-cpphwlpv...
test-law-umtlilhotac-con02a	[ "test-law-umtlilhotac-con02a", "test-philosophy-eppphwlrtjs-pro04a", "test-law-umtlilhotac-con02b", "test-law-lghwpcctcc-con03a", "test-international-amehbuaisji-con04b", "test-international-amehbuaisji-con04a", "test-law-lghwpcctcc-con02a", "test-law-hrilpgwhwr-con02a", "training-law-cplghwsdjr-pro...
test-philosophy-elhbrd-pro03a	[ "validation-philosophy-ehbidachsb-con03a", "test-health-dhpelhbass-pro01a", "test-philosophy-elhbrd-pro03b", "training-economy-eptppppgh-pro02b", "test-philosophy-elhbrd-pro02a", "test-health-dhpelhbass-con01a", "training-society-gfyhbprcsao-pro03a", "test-law-lghbacpsba-pro05b", "test-health-dhpelh...
test-politics-cpegiepgh-con01a	[ "test-politics-cpegiepgh-con01a", "test-politics-cpegiepgh-con01b", "test-politics-cpegiepgh-pro01a", "test-politics-cpegiepgh-pro02b", "test-politics-cpegiepgh-pro01b", "training-international-eppgglghb-con03a", "test-politics-cpegiepgh-con03b", "training-international-ehbbsgier-con04a", "test-poli...
test-politics-glghssi-pro03a	[ "training-international-eppgglghb-pro03a", "training-international-eppgglghb-con01a", "test-politics-glghssi-con01b", "training-international-eppgglghb-con03a", "training-international-eppgglghb-pro01a", "test-economy-egiahbwaka-pro02a", "test-politics-glghssi-pro01a", "training-international-ehbesefe...
test-politics-gvhbhlsbr-con04a	[ "test-politics-gvhbhlsbr-con04b", "test-politics-gvhbhlsbr-pro03b", "training-politics-ghbuhsbap-pro02a", "training-politics-ghbuhsbap-pro02b", "training-international-epgvhwhrum-con03a", "training-politics-pgglgvhciu-con02b", "training-politics-pggvhbophd-pro01a", "training-international-eppgglghb-co...
test-politics-lghwdecm-con02a	[ "test-politics-lghwdecm-pro02a", "training-politics-oamepdgtwh-pro01a", "training-digital-freedoms-gthwpffha-pro02a", "validation-digital-freedoms-phbphnrp-pro02a", "test-politics-lghwdecm-con02b", "test-politics-lghwdecm-pro02b", "training-politics-pggvhbopam-pro03a", "validation-politics-pgvhwlacc-p...
test-politics-oapdhwinkp-con01a	[ "test-politics-oapdhwinkp-con01a", "test-politics-oapdhwinkp-con01b", "training-international-agdhwiafrk-pro01a", "validation-international-mewhwakapps-con03b", "training-free-speech-debate-ifcidffe-con03a", "training-international-ghbowramrlw-pro05b", "training-law-ilpwhbujufp-con02a", "training-inte...
test-politics-ypppgvhwmv-con03a	[ "test-politics-ypppgvhwmv-con03a", "training-international-epvepesio-pro04a", "test-politics-ypppgvhwmv-pro02a", "training-philosophy-pphsipd-pro03a", "test-politics-ypppgvhwmv-con01b", "training-politics-pgghwbnap-pro01a", "training-law-ilppghsuta-con02a", "training-philosophy-pphsipd-con01a", "val...
test-politics-ypppgvhwmv-pro03a	[ "test-politics-ypppgvhwmv-pro03a", "training-politics-pggllgvhwa-pro03a", "training-politics-pgghwbnap-pro01a", "training-politics-pgghwbnap-pro03a", "test-politics-epvhbfsmsaop-con03b", "training-politics-lvhwhauppsd-pro02a", "test-politics-epvhbfsmsaop-pro01a", "training-politics-pggvhbopam-con01a",...
test-religion-grcrgshwbr-pro03a	[ "test-politics-grcrgshwbr-pro03a", "test-politics-grcrgshwbr-pro01a", "test-politics-grcrgshwbr-pro02a", "training-religion-fmshbrdmhg-pro01a", "test-politics-grcrgshwbr-pro01b", "test-religion-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-con01b", "training-religi...
test-religion-msgfhwbamec-con02a	[ "test-religion-msgfhwbamec-con02a", "test-politics-grcrgshwbr-pro03b", "training-free-speech-debate-nvhbfemir-con02a", "test-religion-msgfhwbamec-pro01a", "training-religion-frgsbnaofcs-con01b", "test-politics-grcrgshwbr-pro03a", "training-religion-frgsbnaofcs-pro03b", "test-religion-grcrgshwbr-pro03b...
test-science-wsihwclscaaw-con01a	[ "test-science-wsihwclscaaw-pro02a", "test-science-wsihwclscaaw-pro01a", "test-international-ghwcitca-con01a", "training-politics-dwdfiphwut-pro02b", "training-digital-freedoms-fehwiwcb-pro03b", "test-international-ghwcitca-con02b", "training-politics-dwdfiphwut-pro01b", "training-society-gfyhbprcsao-p...
test-society-epiasghbf-con04a	[ "test-society-epiasghbf-pro01b", "training-society-ghbfsn-pro02a", "validation-society-gfhbcimrst-con01a", "training-politics-oapglvsghw-pro03b", "training-politics-oapglvsghw-con01a", "training-politics-oapglvsghw-con02a", "training-sport-mosgtshwawcs-con01a", "test-society-mmcpsgfhbf-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-con03a", "training-law-hrilhwsyh-con01a", "training-international-ehbesefe-pro04a", "training-international-egilpwhbrh-con03a", "training-in...

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

NanoBEIR-no (with bm25 subset)

A BM25-first retrieval subset derived from lightonai/NanoBEIR-no for reproducible NanoBEIR evaluation.

What this dataset is

Language: no
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	0.4550	0.4962

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`	0.3397	0.4043
`NanoClimateFEVER`	0.2667	0.3300
`NanoDBPedia`	0.5113	0.5691
`NanoFEVER`	0.7650	0.7865
`NanoFiQA2018`	0.2214	0.2850
`NanoHotpotQA`	0.7487	0.7813
`NanoMSMARCO`	0.3735	0.4130
`NanoNFCorpus`	0.3099	0.2082
`NanoNQ`	0.3411	0.4072
`NanoQuoraRetrieval`	0.6803	0.7237
`NanoSCIDOCS`	0.2251	0.2875
`NanoSciFact`	0.6390	0.6580
`NanoTouche2020`	0.4931	0.5970