Datasets:

hotchpotch
/

NanoBEIR-de-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", "training-digital-freedoms-iphwclcp-pro04a", "test-culture-ascidfakhba-con03a", "training-environment-pscisghwbs...
test-culture-mthbah-pro02a	[ "test-culture-mthbah-pro02a", "test-culture-mthbah-pro02b", "training-health-bhhghwapc-pro01a", "test-culture-mmctghwbsa-con04a", "training-free-speech-debate-esdbphwlfsr-pro02a", "training-politics-pgghwbnap-pro01b", "training-health-bhhghwapc-con03a", "training-health-mthwhwbpd-con03a", "validatio...
test-culture-mthbah-pro05a	[ "test-culture-mthbah-pro05a", "training-law-cpshbsdcc-con02a", "training-environment-pscisghwbs3-con01a", "test-free-speech-debate-nshbcsbawc-pro04a", "training-health-oeghsshwpsst-con03a", "validation-society-gfhbcimrst-con05a", "training-law-umlcphwrmrvc-con02a", "training-economy-epeeghbpw-con02a",...
test-culture-thbcsbptwhht-pro04a	[ "test-culture-thbcsbptwhht-pro02a", "test-culture-thbcsbptwhht-pro01a", "test-culture-thbcsbptwhht-con02b", "test-culture-thbcsbptwhht-con01a", "test-culture-thbcsbptwhht-pro04b", "test-education-usuprmhbu-pro01a", "test-culture-thbcsbptwhht-con03a", "test-culture-thbcsbptwhht-pro03a", "test-free-sp...
test-culture-tlhrilsfhwr-pro01a	[ "test-culture-tlhrilsfhwr-pro01a", "test-culture-tlhrilsfhwr-pro02b", "test-culture-tlhrilsfhwr-con03b", "test-society-tlhrilsfhwr-con03b", "test-culture-tlhrilsfhwr-con03a", "test-society-tlhrilsfhwr-con02b", "test-culture-tlhrilsfhwr-con02a", "test-society-tlhrilsfhwr-pro01b", "test-culture-tlhril...
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-economy-epegppphw-pro02a", "validation-society-gihbsosbcg-con03a", "training-international-ipeegiahw-con04b", "training-int...
test-economy-beplcpdffe-con04a	[ "training-law-ucgllghwbg-con02a", "training-law-ucgllghwbg-pro06a", "test-economy-beplcpdffe-pro03a", "test-economy-beplcpdffe-con04b", "test-economy-beplcpdffe-pro04a", "training-international-seighweo-pro02a", "test-economy-beplcpdffe-con05b", "training-economy-feghbgft-pro02a", "validation-free-s...
test-economy-egecegphw-pro02a	[ "test-economy-egecegphw-pro02a", "test-economy-egecegphw-pro01a", "test-economy-egecegphw-pro01b", "test-economy-egecegphw-pro02b", "test-economy-egecegphw-con02a", "training-international-ipeegiahw-pro02a", "training-economy-epehwpaja-con02b", "test-society-tsmihwurpp-pro03b", "training-economy-eps...
test-economy-egppphbcb-pro01a	[ "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "training-economy-epegppphw-con03a", "test-economy-egppphbcb-con03a", "training-economy-epegppphw-con01a", "training-law-lgsghwlp-con04a", "test-international-miasimyhw-pro01a", "training-economy-epeshwimra-pro02b", "validation-econom...
test-economy-egppphbcb-pro03a	[ "test-economy-egppphbcb-pro03a", "test-economy-egppphbcb-pro03b", "validation-politics-tsihsspa-pro02a", "test-economy-egppphbcb-pro02b", "test-free-speech-debate-ldhwbmclg-con03b", "training-health-bhhgwtnychrrs-pro01b", "training-law-tllgrhwds-con04a", "test-economy-egppphbcb-pro01a", "training-di...
test-economy-epegiahsc-pro02a	[ "test-economy-epegiahsc-con04a", "training-economy-fegippghp-con04a", "training-economy-feghbgft-con04a", "test-international-glilpdwhsn-con01a", "training-international-gsciidfi-con01a", "training-international-meptwhbi22-con01a", "training-economy-ecegiehbe-pro04b", "test-economy-epegiahsc-con02a", ...
test-economy-epiasghbf-con01a	[ "test-economy-epiasghbf-con01a", "training-economy-epeshwimra-pro02a", "test-economy-epiasghbf-con01b", "validation-society-gfhbcimrst-con01a", "training-economy-epegppphw-con03b", "test-international-miasimyhw-pro04a", "training-law-hrilsgihbes-con03b", "training-politics-oapglvsghw-pro03b", "train...
test-economy-eptpghdtre-pro02a	[ "test-economy-eptpghdtre-pro02b", "training-economy-egppgghwgo-pro03a", "training-politics-pgghwbnap-pro02b", "test-economy-eptpghdtre-con01a", "validation-politics-gvhwauec-pro05a", "training-international-epvhwav1ep-pro03a", "test-international-siacphbnt-pro01a", "test-environment-opecewiahw-pro03a"...
test-education-egscphsrdt-con01a	[ "test-education-egscphsrdt-con01a", "test-education-egscphsrdt-pro02a", "test-education-egscphsrdt-con02a", "test-education-egscphsrdt-pro03b", "test-education-egscphsrdt-pro02b", "test-education-egscphsrdt-con03b", "test-education-egscphsrdt-con01b", "training-health-ahghtrpcas-con01a", "training-e...
test-education-pstrgsehwt-pro03a	[ "test-education-pstrgsehwt-pro03b", "training-science-gsehbehdc-con03a", "training-free-speech-debate-fkhbtcptww-con04a", "test-economy-thsptr-con04a", "training-politics-pgghwbnap-pro03a", "test-free-speech-debate-ldhwbmclg-pro02a", "test-education-pstrgsehwt-con01a", "test-religion-yercfrggms-pro04a...
test-education-ughbuesbf-con03a	[ "test-education-pteuhwfphe-con02a", "training-education-uhwecpuu-pro02b", "test-education-pteuhwfphe-con03a", "test-education-pteuhwfphe-con02b", "test-education-egtuscpih-pro02a", "test-education-pteuhwfphe-pro01a", "training-education-uhwecpuu-con02a", "test-education-egtuscpih-con01a", "test-educ...
test-education-usuprmhbu-con02a	[ "test-education-usuprmhbu-pro03a", "test-philosophy-npppmhwup-con02a", "test-philosophy-npppmhwup-con02b", "test-philosophy-npppmhwup-pro03a", "test-philosophy-npppmhwup-pro04a", "test-philosophy-npppmhwup-pro02a", "test-education-usuprmhbu-pro01a", "test-education-usuprmhbu-con01b", "test-education...
test-free-speech-debate-ldhwprhs-pro02a	[ "validation-free-speech-debate-nshwcb-pro01a", "test-free-speech-debate-ldhwprhs-pro01a", "training-law-ueegllghwhsl-con02b", "test-free-speech-debate-ldhwbmclg-pro02a", "training-culture-amcghbmgvaw-con03b", "validation-free-speech-debate-nshwcb-pro02b", "training-religion-fmshbrdmhg-pro02a", "traini...
test-free-speech-debate-yfsdfkhbwu-pro02a	[ "test-free-speech-debate-yfsdfkhbwu-pro03a", "test-free-speech-debate-yfsdfkhbwu-con01a", "training-digital-freedoms-pidfakhwcs-con03a", "training-politics-pgghwbnap-pro02b", "training-international-ghbssbupd-con03a", "test-education-pstrgsehwt-con02a", "test-free-speech-debate-ldhwbmclg-con03a", "tes...
test-health-ahiahbgbsp-pro02a	[ "test-health-ahiahbgbsp-pro05a", "test-economy-bhahwbsps-con01a", "training-health-ahghhwdsas-con01a", "test-health-ahiahbgbsp-pro03a", "test-health-ahiahbgbsp-con03a", "training-health-ahghhwdsas-pro03b", "training-health-adhgphwfrs-pro01a", "test-economy-bhahwbsps-con01b", "test-economy-bhahwbsps-...
test-health-dhghhbampt-con01a	[ "training-health-hpessghwgt-pro02a", "test-health-dhpelhbass-con01b", "test-health-dhghhbampt-pro01b", "validation-philosophy-ehbidachsb-con01b", "test-philosophy-elhbrd-pro03b", "test-health-dhghhbampt-pro01a", "training-health-ahghhwdsas-pro03a", "test-health-dhghhbampt-pro02a", "test-free-speech-...
test-health-dhghwapgd-con01a	[ "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-con02a", "training-health-bhhghwapc-con02a", "test-health-dhghwapgd-con01b", "training-health-dhiahwivdp-pro04b", "test-health-dhiacihwph-con01b", "training-health-bhhghwapc-pro02a", "test-health-dhiacihwph-pro03a", "test-health-dhiacihwph-...
test-health-dhiacihwph-pro01a	[ "test-health-dhiacihwph-con01b", "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-con03a", "test-health-dhiacihwph-con03b", "test-health-dhiacihwph-pro02b", "test-health-dhiacihwph-pro04a", "test-health-dhiacihwph-con02a", "test-health-dhiacihwph-pro03a", "test-international-segiahbarr-pr...
test-health-hgwhwbjfs-pro03a	[ "test-economy-thhghwhwift-con02a", "test-economy-thhghwhwift-pro01a", "test-economy-thhghwhwift-pro02a", "validation-digital-freedoms-gthwaueai-con02a", "test-health-hgwhwbjfs-pro02a", "test-education-tuhwastua-pro04a", "test-international-aghbfcpspr-pro03a", "training-health-fhhphwisu-pro04a", "tes...
test-international-aghbfcpspr-pro03a	[ "test-international-aghbfcpspr-pro03a", "test-international-aghbfcpspr-con03a", "test-international-aghbfcpspr-con02b", "test-international-aghbfcpspr-pro02a", "test-international-aghbfcpspr-pro01a", "test-international-aghbfcpspr-con02a", "test-international-aghbfcpspr-con04b", "test-culture-thbcsbpt...
test-international-amehbuaisji-con04a	[ "test-international-amehbuaisji-con04a", "validation-law-hrilhbiccfg-con05a", "test-law-hrilpgwhwr-pro01a", "validation-law-hrilhbiccfg-con04b", "test-culture-tlhrilsfhwr-pro03b", "validation-law-hrilppwhb-pro03b", "validation-law-hrilhbiccfg-con03b", "validation-law-lghrilthwdt-pro01a", "validation...
test-international-appghblsba-con03a	[ "test-international-appghblsba-con03a", "test-international-appghblsba-pro03a", "test-international-appghblsba-con02a", "test-international-appghblsba-con02b", "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-pro01a", "training-international-amehbncag-pro04a", "training-free-speech-debate-fchbdeonl-con01b", "validation-international-atwhwatw-con01a", "test-international-gmehwasr-pro02a", "test-politics-...
test-international-gmehwasr-pro05a	[ "validation-international-mewhwakapps-con02a", "test-international-gmehwasr-pro03a", "training-politics-dwdfiphwut-pro04a", "test-international-gmehwasr-pro01a", "test-international-gmehwasr-pro02a", "validation-law-hrilppwhb-con01a", "training-international-gpglhwtrog-pro01a", "training-international...
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", "test-culture-tlhrilsfhwr-con03a", "training-international-glh...
test-international-ipecfiepg-con02a	[ "test-international-ipecfiepg-pro03b", "test-international-ipecfiepg-pro01b", "test-politics-cpecfiepg-pro02b", "test-international-ipecfiepg-pro03a", "test-international-ipecfiepg-con01a", "test-international-ipecfiepg-pro02a", "test-international-ipecfiepg-con02b", "test-international-ipecfiepg-con0...
test-international-siacphbnt-pro01a	[ "test-international-siacphbnt-pro01a", "test-society-epiasghbf-pro01b", "test-international-miasimyhw-con02a", "training-society-ihwgaii-pro02b", "training-economy-beegshbtsb-pro02a", "training-international-epvhwav1ep-pro03a", "test-economy-bepahbtsnrt-con01b", "test-international-miasimyhw-pro01a", ...
test-international-siacphbnt-pro04a	[ "test-international-siacphbnt-con03b", "test-international-atiahblit-pro04b", "validation-economy-tiacphbtt-pro02b", "test-international-siacphbnt-pro01a", "test-international-siacphbnt-pro05a", "validation-economy-tiacphbtt-con01a", "test-economy-epiasghbf-con02a", "training-international-epgvhwhrum-...
test-law-lgplhbssbco-pro02a	[ "test-law-lgplhbssbco-pro02b", "test-health-dhpelhbass-con02a", "training-international-glhrilhbunh-pro04a", "training-free-speech-debate-nvhbfemir-con03a", "test-health-dhpelhbass-pro01a", "validation-philosophy-ehbidachsb-con03a", "test-health-dhpelhbass-con01b", "test-health-dhpelhbass-pro01b", "...
test-law-phwmfri-con03a	[ "test-politics-ypppgvhwmv-con02b", "training-economy-eptppppgh-pro03b", "test-politics-ypppgvhwmv-con02a", "test-law-phwmfri-pro03a", "training-international-ehbbsgier-con01a", "training-law-cpphwlpvo-pro02a", "training-law-cpphwlpvo-pro01a", "test-philosophy-eppphwlrtjs-pro04a", "training-internati...
test-law-phwmfri-pro01a	[ "test-law-phwmfri-pro01b", "training-philosophy-oppelhsdp-pro02b", "test-law-phwmfri-pro03a", "training-law-cpphwlpvo-pro01a", "training-law-lgpcpao-pro04a", "training-law-apslpsyhwbbc-pro03a", "training-philosophy-oppelhsdp-pro04a", "training-law-apslpsyhwbbc-con03b", "test-law-cppshbcjsfm-con04a",...
test-law-umtlilhotac-con02a	[ "test-law-umtlilhotac-con02a", "test-culture-tlhrilsfhwr-pro03b", "training-international-alilhbassw-con03a", "validation-law-hrilppwhb-pro01a", "test-law-lghwpcctcc-con03a", "test-international-amehbuaisji-con04a", "test-philosophy-eppphwlrtjs-pro04a", "training-law-hrilhwpwc-pro03a", "training-law...
test-philosophy-elhbrd-pro03a	[ "validation-philosophy-ehbidachsb-con03a", "test-law-lghwpcctcc-con02a", "training-economy-eptppppgh-pro02b", "training-society-gyhbaclsbmmll-con01b", "test-health-dhpelhbass-pro01a", "training-economy-epehwacbr-pro01a", "test-free-speech-debate-ldhwbmclg-con03b", "test-philosophy-elhbrd-pro03b", "t...
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-ehbbsgier-con04a", "training-international-ehbesefe-con02a", "training-economy-epehwpaja-pro03b", "test-po...
test-politics-glghssi-pro03a	[ "training-international-eppgglghb-pro03a", "test-politics-glghssi-pro01a", "test-economy-egiahbwaka-pro02a", "training-international-eppgglghb-con03a", "training-international-eppgglghb-con01a", "training-international-eppgglghb-pro01a", "training-international-gsimhbnws-pro04a", "training-internation...
test-politics-gvhbhlsbr-con04a	[ "training-politics-pggllgvhwa-con03b", "training-politics-ghbuhsbap-pro03a", "validation-digital-freedoms-phbphnrp-pro03a", "training-international-epgvhwhrum-con03a", "test-international-epvhwhranet-con03b", "training-international-gsciidfi-con01a", "training-politics-ghbuhsbap-pro02a", "test-interna...
test-politics-lghwdecm-con02a	[ "test-politics-lghwdecm-pro02a", "training-politics-pgghwbnap-pro01a", "training-politics-pgghwbnap-pro01b", "test-politics-ypppgvhwmv-pro03b", "training-politics-pggvhbopam-pro05a", "test-politics-lghwdecm-con01a", "training-politics-pgghwbnap-pro02b", "training-politics-lvhwhauppsd-pro01b", "train...
test-politics-oapdhwinkp-con01a	[ "test-politics-oapdhwinkp-con01a", "test-law-sdiflhrdffe-pro03a", "training-international-agdhwiafrk-pro01a", "test-international-glilpdwhsn-con01a", "test-politics-oapdhwinkp-con01b", "test-politics-oglilpdwhsn-con01b", "test-international-glilpdwhsn-pro02a", "training-international-ghbssbupd-con01a"...
test-politics-ypppgvhwmv-con03a	[ "test-politics-ypppgvhwmv-con03a", "training-politics-lvhwhauppsd-pro01b", "training-politics-pgghwbnap-pro01a", "test-politics-ypppgvhwmv-pro02a", "training-philosophy-eppppghwe-con04a", "training-politics-pgghwbnap-pro02b", "training-politics-pgghwbnap-pro04a", "training-politics-pgghwbnap-pro01b", ...
test-politics-ypppgvhwmv-pro03a	[ "test-politics-ypppgvhwmv-pro03a", "training-politics-pgghwbnap-pro01b", "training-politics-pgghwbnap-pro01a", "training-politics-pgghwbnap-pro04a", "training-politics-pgghwbnap-con01a", "test-politics-epvhbfsmsaop-con03b", "training-politics-pggvhbopam-con01a", "test-politics-ypppgvhwmv-pro03b", "t...
test-religion-grcrgshwbr-pro03a	[ "test-politics-grcrgshwbr-pro03a", "test-politics-grcrgshwbr-pro01a", "test-politics-grcrgshwbr-pro03b", "test-religion-grcrgshwbr-pro03b", "training-education-eghwbsuj-pro01a", "test-free-speech-debate-ldhwbmclg-con03a", "test-politics-grcrgshwbr-pro02a", "test-politics-grcrgshwbr-con04b", "test-fr...
test-religion-msgfhwbamec-con02a	[ "test-religion-msgfhwbamec-con02a", "test-politics-grcrgshwbr-pro03b", "test-religion-grcrgshwbr-pro03b", "training-religion-frgsbnaofcs-pro03b", "test-culture-thbcsbptwhht-pro02a", "test-politics-grcrgshwbr-pro03a", "test-free-speech-debate-ldhwbmclg-pro01b", "test-culture-tlhrilsfhwr-con03a", "tes...
test-science-wsihwclscaaw-con01a	[ "test-science-wsihwclscaaw-pro02a", "test-international-ghwcitca-con01a", "test-international-ghwcitca-con02b", "test-science-wsihwclscaaw-pro01a", "training-international-meptwhbi22-pro03a", "training-digital-freedoms-fehwiwcb-pro03b", "training-politics-dwdfiphwut-pro03a", "test-science-wsihwclscaaw...
test-society-epiasghbf-con04a	[ "training-sport-mosgtshwawcs-con04a", "training-sport-emgssghwfmdpa-pro02a", "test-society-ghbgqeaaems-con01a", "validation-society-gfhbcimrst-con01a", "test-society-epiasghbf-pro01b", "training-sport-mosgtshwawcs-con01a", "test-society-epiasghbf-pro03b", "test-society-ghbgqeaaems-pro02a", "training...
test-sport-otshwbe2uuyt-con03a	[ "test-sport-otshwbe2uuyt-con02a", "test-sport-otshwbe2uuyt-pro03a", "test-sport-otshwbe2uuyt-con04a", "training-international-egilpwhbrh-pro02b", "training-international-eppgglghb-con03a", "test-sport-otshwbe2uuyt-con03b", "training-international-eppgglghb-con01a", "training-international-ehbesefe-pro...

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

NanoBEIR-de (with bm25 subset)

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

What this dataset is

Language: de
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	0.4327	0.4806

Selected BM25 algorithm

Item	Value
Mode	`transformer`
Details	transformer tokenizer: `Qwen/Qwen3-0.6B`

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`	0.2779	0.3331
`NanoClimateFEVER`	0.2435	0.3306
`NanoDBPedia`	0.4683	0.5435
`NanoFEVER`	0.6951	0.7126
`NanoFiQA2018`	0.2342	0.2884
`NanoHotpotQA`	0.6346	0.6672
`NanoMSMARCO`	0.3826	0.4201
`NanoNFCorpus`	0.2363	0.1950
`NanoNQ`	0.3336	0.3882
`NanoQuoraRetrieval`	0.7060	0.7336
`NanoSCIDOCS`	0.2789	0.3643
`NanoSciFact`	0.6277	0.6617
`NanoTouche2020`	0.5067	0.6090