Datasets:

hotchpotch
/

NanoBEIR-vi-with-bm25

query-id stringlengths 23 41	corpus-ids listlengths 100 100
test-science-wsihwclscaaw-con01a	[ "test-international-ghwcitca-con01a", "test-science-wsihwclscaaw-pro01a", "test-science-wsihwclscaaw-pro02a", "training-politics-dwdfiphwut-pro03a", "training-politics-dwdfiphwut-pro02b", "test-science-wsihwclscaaw-con02b", "test-science-wsihwclscaaw-con01b", "test-international-ghwcitca-con02b", "t...
test-economy-eptpghdtre-pro02a	[ "training-politics-ghbrphliw-pro02a", "training-economy-epsfhwpusss-con03b", "training-politics-gvhbtnd-pro03a", "training-economy-egppgghwgo-pro03a", "training-politics-pgghwbnap-pro02b", "test-economy-eptpghdtre-pro04a", "test-economy-eptpghdtre-con01a", "test-economy-eptpghdtre-con03a", "test-pol...
test-culture-mthbah-pro02a	[ "test-culture-mthbah-pro02a", "test-culture-mthbah-pro02b", "test-culture-mmctghwbsa-con04a", "training-health-mthwhwbpd-con01a", "training-health-adhgphwfrs-con02a", "test-culture-mthbah-pro04a", "training-economy-bepeghbnmw-pro02a", "training-health-bhhghwapc-con01a", "test-free-speech-debate-nshb...
test-international-amehbuaisji-con04a	[ "test-international-amehbuaisji-con04a", "test-law-hrilpgwhwr-pro01a", "test-politics-oapghwliva-con02a", "test-philosophy-eppphwlrtjs-con03a", "test-international-amehbuaisji-con04b", "test-philosophy-eppphwlrtjs-pro04a", "test-politics-oapghwliva-con02b", "test-law-cplgpshwdp-pro02a", "test-philos...
test-health-hgwhwbjfs-pro03a	[ "test-health-hgwhwbjfs-con01a", "test-health-hgwhwbjfs-con03a", "test-education-pshhghwpba0-pro04b", "training-education-psthwbh-pro01b", "training-education-shbpshrpe-con01b", "test-education-tuhwastua-pro04a", "test-education-pteuhwfphe-con02b", "training-education-uhwecpuu-pro02b", "training-econ...
test-health-dhghwapgd-con01a	[ "test-health-dhiacihwph-con02a", "test-health-dhiacihwph-con01b", "training-health-bhhghwapc-con03a", "test-health-dhghwapgd-con01b", "test-health-dhiacihwph-con03a", "test-health-dhiacihwph-pro01b", "training-health-bhhghwapc-con02a", "test-health-dhiacihwph-pro02b", "training-international-gsciidf...
test-education-pstrgsehwt-pro03a	[ "test-education-pstrgsehwt-pro03b", "test-education-pstrgsehwt-con01a", "training-science-gsehbehdc-con03a", "test-education-pstrgsehwt-pro02a", "training-environment-achbessbp-con02a", "test-religion-yercfrggms-pro04a", "training-free-speech-debate-fkhbtcptww-con04a", "test-society-asfhwapg-con02b", ...
test-economy-epiasghbf-con01a	[ "test-economy-epiasghbf-con01a", "test-economy-epiasghbf-con01b", "training-international-ipiasgfih-con02a", "test-society-epiasghbf-con01b", "test-society-ghbgqeaaems-pro02a", "training-health-bhhghwapc-con03a", "test-economy-epiasghbf-con03a", "test-economy-epiasghbf-con02a", "test-philosophy-elhb...
test-sport-otshwbe2uuyt-con03a	[ "test-sport-otshwbe2uuyt-con03b", "test-sport-otshwbe2uuyt-pro03a", "test-sport-otshwbe2uuyt-con04a", "test-sport-otshwbe2uuyt-con02a", "training-law-hrilhwsyh-con01a", "training-politics-oamepdgtwh-con02a", "training-religion-fmshbrdmhg-pro02b", "training-international-gpglhwtrog-con01a", "training...
test-politics-gvhbhlsbr-con04a	[ "training-politics-viwvfpps-con04b", "training-politics-pgglgvhciu-con03a", "test-politics-gvhbhlsbr-pro03a", "test-politics-gvhbhlsbr-con04b", "training-international-epvepesio-con02b", "training-international-epvepesio-pro04a", "training-international-eppgglghb-con02a", "training-international-aghbu...
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", "test-economy-egiahbwaka-con03b", "training-international-ipeegiahw-pro02a", "training-international-a...
test-politics-ypppgvhwmv-pro03a	[ "test-politics-ypppgvhwmv-pro03a", "test-politics-ypppgvhwmv-pro03b", "training-politics-pgghwbnap-pro01b", "training-politics-pgghwbnap-pro01a", "training-politics-pgghwbnap-pro04a", "training-international-epvhwav1ep-pro05a", "test-politics-ypppgvhwmv-con01b", "training-politics-pggvhbopam-pro02a", ...
test-law-phwmfri-con03a	[ "training-law-cpphwlpvo-pro01a", "training-law-lgpcpao-pro04a", "training-law-cpphwlpvo-pro04a", "test-law-cppshbcjsfm-pro02b", "test-law-phwmfri-pro03a", "test-law-cppshbcjsfm-pro01b", "test-philosophy-eppphwlrtjs-pro04a", "test-law-phwmfri-con02a", "training-international-ghbssbupd-con01a", "tra...
test-culture-tlhrilsfhwr-pro01a	[ "test-culture-tlhrilsfhwr-pro01a", "test-culture-tlhrilsfhwr-pro02b", "test-culture-tlhrilsfhwr-pro01b", "test-culture-tlhrilsfhwr-pro03b", "test-society-tlhrilsfhwr-pro01b", "test-society-tlhrilsfhwr-con02b", "test-culture-tlhrilsfhwr-con02a", "test-culture-tlhrilsfhwr-con03b", "test-society-tlhril...
test-culture-thbcsbptwhht-pro04a	[ "test-culture-thbcsbptwhht-pro01a", "test-culture-thbcsbptwhht-pro02a", "test-culture-thbcsbptwhht-con02b", "test-international-aghbfcpspr-pro03a", "test-culture-thbcsbptwhht-pro03a", "test-culture-thbcsbptwhht-con01a", "test-culture-thbcsbptwhht-pro04b", "test-culture-thbcsbptwhht-con03a", "test-in...
test-economy-egppphbcb-pro03a	[ "test-economy-egppphbcb-pro03a", "test-economy-egppphbcb-pro03b", "training-health-hghpghbus-con03a", "training-law-cplghrhwrgo-pro01a", "validation-society-gfhbcimrst-con05a", "training-economy-epsfhwpusss-pro03a", "training-economy-bepeghbnmw-pro02a", "training-philosophy-iilepphbf-pro03a", "train...
test-health-ahiahbgbsp-pro02a	[ "test-health-ahiahbgbsp-pro05a", "test-economy-bhahwbsps-con01a", "training-health-ahghhwdsas-pro04b", "test-economy-bhahwbsps-con01b", "test-economy-bhahwbsps-pro02b", "training-health-adhgphwfrs-pro03a", "training-health-adhgphwfrs-pro02a", "training-health-adhgphwfrs-pro01a", "training-health-ahg...
test-health-dhiacihwph-pro01a	[ "test-health-dhiacihwph-pro01b", "test-health-dhiacihwph-con03a", "test-health-dhiacihwph-con01b", "test-health-dhiacihwph-pro03a", "test-health-dhiacihwph-pro02b", "test-health-dhiacihwph-pro04a", "training-health-bhhghwapc-pro04a", "training-health-dhiahwivdp-pro04b", "test-international-segiahbar...
test-politics-cpegiepgh-con01a	[ "test-politics-cpegiepgh-con01a", "test-politics-cpegiepgh-con01b", "test-politics-cpegiepgh-pro01a", "training-international-ehbbsgier-con01a", "training-environment-ahwcb-con03a", "training-economy-epecfhwie-con03a", "training-economy-beegshbtsb-pro02a", "test-politics-cpegiepgh-pro02b", "training...
test-religion-grcrgshwbr-pro03a	[ "test-politics-grcrgshwbr-pro03a", "test-politics-grcrgshwbr-pro01a", "test-politics-grcrgshwbr-pro01b", "test-politics-grcrgshwbr-pro03b", "test-religion-grcrgshwbr-pro03b", "training-religion-frgsbnaofcs-pro03b", "test-politics-grcrgshwbr-con01b", "training-religion-frgsbnaofcs-con01b", "test-reli...
test-culture-mthbah-pro05a	[ "test-culture-mthbah-pro05a", "training-culture-cgmmcthbrt-pro02a", "training-education-eguhwefpgu-con01b", "test-society-cpisydfphwj-pro02b", "test-culture-mthbah-con03b", "training-law-cplghrhwrgo-pro01a", "validation-society-gfhbcimrst-con05a", "test-culture-mthbah-pro04a", "validation-science-cp...
test-politics-oapdhwinkp-con01a	[ "test-politics-oapdhwinkp-con01a", "test-politics-oapdhwinkp-con01b", "training-international-agdhwiafrk-pro01a", "test-international-glilpdwhsn-con01a", "validation-politics-dhwdtnw-con02b", "test-politics-oglilpdwhsn-con01b", "training-international-ghwascv-pro03a", "test-science-dssghsdmd-con01a", ...
test-free-speech-debate-ldhwprhs-pro02a	[ "test-free-speech-debate-ldhwbmclg-pro02a", "validation-free-speech-debate-nshwcb-pro02b", "validation-free-speech-debate-nshwcb-pro01a", "training-religion-fmshbrdmhg-pro02a", "test-free-speech-debate-ldhwbmclg-con03b", "test-free-speech-debate-ldhwbmclg-con02b", "test-free-speech-debate-ldhwbmclg-con0...
test-society-epiasghbf-con04a	[ "test-society-epiasghbf-pro01b", "training-politics-oapglvsghw-pro03b", "test-society-ghbgqeaaems-pro02a", "test-society-ghbgqeaaems-con01b", "test-economy-egiahbwaka-pro02a", "training-law-hrilsgihbes-con02a", "test-culture-mmctghwbsa-pro01a", "test-economy-egiahbwaka-pro01a", "test-society-mmcpsgf...
test-law-lgplhbssbco-pro02a	[ "test-law-lgplhbssbco-pro02b", "training-law-rgmelhrpwhbw-con01b", "test-health-dhpelhbass-con01b", "test-environment-aeghhgwpe-pro01a", "test-health-dhpelhbass-con02b", "training-law-apslpsyhwbbc-con01a", "training-law-ueegllghwhsl-con03a", "training-health-ahwba-pro02a", "validation-society-gihbso...
test-health-dhghhbampt-con01a	[ "training-health-hpessghwgt-pro02a", "test-philosophy-elhbrd-pro03b", "test-health-dhghhbampt-pro03b", "test-health-dhghhbampt-con02b", "test-health-dhghhbampt-pro02a", "training-health-hghpghbus-con03a", "test-education-pstrgsehwt-con02a", "training-health-hgfhwbhc-con01a", "test-health-dhghhbampt-...
test-law-umtlilhotac-con02a	[ "test-law-umtlilhotac-con02a", "test-philosophy-eppphwlrtjs-pro04a", "test-law-lghwpcctcc-con03a", "test-international-amehbuaisji-con04b", "validation-law-hrilphwcgbd-pro01a", "test-law-cplgpshwdp-pro02a", "test-law-hrilpgwhwr-pro01a", "test-law-umtlilhotac-con02b", "test-law-hrilpgwhwr-con02a", ...
test-politics-ypppgvhwmv-con03a	[ "test-politics-ypppgvhwmv-con03a", "training-politics-vhwlva1-pro03b", "test-politics-ypppgvhwmv-pro03b", "validation-digital-freedoms-gthwaueai-pro01a", "training-politics-pgghwbnap-pro01a", "training-politics-lvhwhauppsd-pro02a", "training-international-epvepesio-pro04a", "training-politics-pggvhbop...
test-international-appghblsba-con03a	[ "test-international-appghblsba-con03a", "test-international-appghblsba-pro03a", "validation-society-gfhbcimrst-con01a", "test-international-appghblsba-con02a", "test-international-appghblsba-con02b", "test-international-appghblsba-con01a", "test-sport-aastshsrqsar-pro03a", "test-sport-aastshsrqsar-pro...
test-culture-ascidfakhba-pro04a	[ "test-culture-ascidfakhba-pro04a", "test-free-speech-debate-ldhwbmclg-con02a", "training-international-gsciidfi-pro01b", "training-environment-pscisghwbs3-pro05a", "test-digital-freedoms-piidfiphwu-pro01b", "training-international-gsciidfi-con02a", "test-digital-freedoms-eifpgdff-con03a", "training-in...
test-education-usuprmhbu-con02a	[ "test-education-usuprmhbu-con02b", "test-education-usuprmhbu-pro03a", "test-philosophy-npppmhwup-con02a", "test-philosophy-npppmhwup-pro03b", "training-international-alhrpsgmhb-con01b", "test-education-usuprmhbu-con01b", "test-philosophy-npppmhwup-con03b", "test-philosophy-npppmhwup-pro02a", "test-p...
test-law-phwmfri-pro01a	[ "test-law-phwmfri-pro01b", "test-law-phwmfri-pro02b", "test-law-phwmfri-pro03a", "training-law-lgpcpao-pro04a", "test-law-phwmfri-con02a", "test-law-phwmfri-con01b", "training-law-cpphwlpvo-pro01a", "test-law-cppshbcjsfm-pro01b", "training-law-phsms-pro02a", "test-economy-thsptr-con05a", "traini...
test-international-gmehwasr-pro05a	[ "training-international-glhrilpws-pro01a", "validation-international-atwhwatw-con01a", "training-international-aptwhbfri-pro03b", "training-international-glilhbmai-pro01b", "validation-international-ghwipcsoc-pro04a", "training-international-epdhwenmga-con01a", "test-international-gpdwhwcusa-pro02a", ...
test-education-ughbuesbf-con03a	[ "training-education-uhwecpuu-con02a", "training-education-uhwecpuu-pro02b", "test-education-pteuhwfphe-con02a", "test-education-pteuhwfphe-con02b", "test-international-atiahblit-pro01b", "test-education-pteuhwfphe-pro01b", "training-education-uhwecpuu-pro02a", "training-education-uhwecpuu-pro03b", "...
test-free-speech-debate-yfsdfkhbwu-pro02a	[ "test-free-speech-debate-yfsdfkhbwu-con01a", "test-education-udfakusma-pro04a", "test-free-speech-debate-yfsdfkhbwu-pro03a", "test-politics-mtpghwaacb-con02a", "training-free-speech-debate-efsdfkhwsds-pro02a", "training-digital-freedoms-pidfakhwcs-con03a", "training-politics-pgghwbnap-pro03a", "traini...
test-international-gmehwasr-con03a	[ "test-international-gmehwasr-con05a", "test-politics-oglilpdwhsn-con03b", "test-politics-dhbanhrnw-con03a", "test-science-dssghsdmd-pro03a", "test-international-glilpdwhsn-pro02a", "validation-politics-dhwdtnw-con04a", "training-international-aeghbltcbra-con01a", "training-law-cphwusbaw-con02a", "tr...
test-economy-egppphbcb-pro01a	[ "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "training-economy-epegppphw-con01a", "training-sport-ehcpssohwpup-con03b", "training-education-shbpshrpe-pro01a", "training-sport-mosgtshwawcs-pro02a", "training-economy-eptppppgh-pro02b", "test-economy-egppphbcb-con03a", "training-la...
test-international-siacphbnt-pro04a	[ "test-international-siacphbnt-pro02a", "validation-digital-freedoms-gthwaueai-con02b", "test-international-siacphbnt-con03b", "test-international-siacphbnt-con02a", "training-digital-freedoms-ifakhbwfg-pro02a", "validation-health-hpiahbps-pro01a", "validation-economy-tiacphbtt-con01a", "test-economy-e...
test-economy-epegiahsc-pro02a	[ "training-economy-feghbgft-con04a", "test-economy-epegiahsc-con04a", "training-law-ilhwpoa9apus-con01a", "training-international-gsciidfi-con01a", "training-international-aaghwsddf-con01a", "training-economy-feghbgft-con04b", "training-law-ilhwpoa9apus-con02a", "training-international-amehbncag-pro04a...
test-international-ipecfiepg-con02a	[ "test-international-ipecfiepg-pro01b", "test-politics-cpecfiepg-pro02b", "test-international-ipecfiepg-pro02a", "test-international-ipecfiepg-pro03b", "test-international-ipecfiepg-con01a", "test-politics-cpecfiepg-con04b", "validation-international-ehwlavpiems-pro03a", "training-economy-epecfhwie-con...
test-international-gpdwhwcusa-pro03a	[ "test-international-gpdwhwcusa-pro03a", "test-international-gpdwhwcusa-pro02a", "test-international-gpdwhwcusa-pro03b", "test-international-gpdwhwcusa-con04b", "test-law-cpilhbishioe-con04a", "test-international-gpdwhwcusa-con05b", "test-international-gpdwhwcusa-con03a", "test-international-atiahblit-...
test-religion-msgfhwbamec-con02a	[ "test-religion-msgfhwbamec-con02a", "training-culture-mrrtdnsnhpc-pro03a", "test-religion-msgfhwbamec-pro02b", "test-religion-msgfhwbamec-pro01a", "test-religion-grcrgshwbr-pro03b", "training-religion-frgsbnaofcs-pro03b", "test-politics-grcrgshwbr-pro03b", "training-free-speech-debate-efsdfkhwsds-pro0...
test-international-aghbfcpspr-pro03a	[ "test-international-aghbfcpspr-pro03a", "test-international-aghbfcpspr-con03a", "test-international-aghbfcpspr-pro03b", "test-international-aghbfcpspr-con02b", "test-culture-thbcsbptwhht-pro01a", "test-international-aghbfcpspr-pro02a", "test-culture-thbcsbptwhht-pro02a", "test-law-rmelhrilhbiw-con01b"...
test-digital-freedoms-dfiphbgs-pro01a	[ "test-digital-freedoms-dfiphbgs-pro01b", "test-digital-freedoms-dfiphbgs-con02b", "test-digital-freedoms-dfiphbgs-con03a", "training-digital-freedoms-ifakhbwfg-pro02a", "training-digital-freedoms-fehwiwcb-pro03a", "training-digital-freedoms-fehwiwcb-con04a", "training-international-gsciidfi-con03a", "...
test-philosophy-elhbrd-pro03a	[ "validation-philosophy-ehbidachsb-con03a", "test-health-dhpelhbass-pro01a", "test-philosophy-elhbrd-con03a", "test-philosophy-elhbrd-pro02a", "training-science-ncpshwlucpc-con01b", "training-environment-pscisghwbs3-con05a", "training-health-bhhgwtnychrrs-pro01b", "test-law-hrpepthwuto-pro01b", "test...
test-politics-glghssi-pro03a	[ "training-international-eppgglghb-con03a", "test-politics-glghssi-con03b", "training-international-eppgglghb-pro03a", "training-international-ehbesefe-con02b", "training-international-aaghwsddf-pro03a", "test-politics-glghssi-con01a", "training-international-seighweo-con01b", "training-environment-psc...
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-digital-freedoms-eifpgdff-pro01a", "training-health-ahghtrpcas-con01a", "test-...
test-international-siacphbnt-pro01a	[ "test-international-siacphbnt-pro01a", "test-international-siacphbnt-pro02a", "training-economy-beegshbtsb-pro02a", "test-society-epiasghbf-pro01b", "training-environment-pscisghwbs3-pro04a", "test-economy-egiahbwaka-con03a", "test-international-miasimyhw-pro01a", "test-international-miasimyhw-con02a"...
test-economy-beplcpdffe-con04a	[ "training-law-ucgllghwbg-pro01b", "training-law-ucgllghwbg-con02a", "test-economy-beplcpdffe-con05b", "training-law-ucgllghwbg-pro06a", "training-economy-epsfhwpusss-pro01b", "test-economy-beplcpdffe-con04b", "test-economy-beplcpdffe-pro03a", "training-law-ucgllghwbg-pro05a", "test-economy-beplcpdff...
test-politics-lghwdecm-con02a	[ "test-politics-lghwdecm-pro02a", "training-politics-lvhwhauppsd-pro01b", "test-politics-lghwdecm-pro01a", "training-politics-lvhwhauppsd-pro02a", "training-politics-pgghwbnap-pro01b", "training-politics-pggvhbopam-pro03a", "training-philosophy-eppppghwe-con04a", "training-politics-pgghwbnap-pro02b", ...

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

NanoBEIR-vi (with bm25 subset)

A BM25-first retrieval subset derived from sionic-ai/NanoBEIR-vi for reproducible NanoBEIR evaluation.

What this dataset is

Language: vi
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	0.4439	0.4996

Selected BM25 algorithm

Item	Value
Mode	`whitespace`
Details	whitespace split (`str.split()`)

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`	0.3482	0.4007
`NanoClimateFEVER`	0.2649	0.3467
`NanoDBPedia`	0.5035	0.5482
`NanoFEVER`	0.6427	0.6808
`NanoFiQA2018`	0.2506	0.3248
`NanoHotpotQA`	0.7000	0.7461
`NanoMSMARCO`	0.3495	0.4182
`NanoNFCorpus`	0.2516	0.2001
`NanoNQ`	0.3489	0.4280
`NanoQuoraRetrieval`	0.6794	0.7177
`NanoSCIDOCS`	0.2549	0.3592
`NanoSciFact`	0.6551	0.6804
`NanoTouche2020`	0.5211	0.6433