Datasets:

hotchpotch
/

NanoBEIR-th-with-bm25

query-id stringlengths 23 41	corpus-ids listlengths 100 100
test-science-wsihwclscaaw-con01a	[ "training-politics-dwdfiphwut-pro03a", "test-science-wsihwclscaaw-pro02a", "test-international-ghwcitca-con01a", "test-science-wsihwclscaaw-pro01a", "test-science-wsihwclscaaw-con01b", "test-science-wsihwclscaaw-con02b", "training-politics-dwdfiphwut-pro02b", "test-international-ghwcitca-con03b", "t...
test-economy-eptpghdtre-pro02a	[ "test-economy-eptpghdtre-pro02b", "test-economy-eptpghdtre-con03a", "validation-politics-gvhwauec-pro05a", "test-economy-eptpghdtre-con01a", "test-politics-ghbgussbsbt-pro03b", "test-economy-eptpghdtre-pro03a", "test-economy-eptpghdtre-con02a", "training-economy-epsfhwpusss-con03b", "training-intern...
test-culture-mthbah-pro02a	[ "test-culture-mthbah-pro02a", "test-culture-mthbah-pro02b", "test-culture-mthbah-pro04a", "test-culture-mthbah-pro01b", "training-environment-pscisghwbs3-con01a", "test-culture-mmctghwbsa-con04a", "training-health-bhhghwapc-con03a", "training-health-bhhghwapc-pro01a", "training-health-mthwhwbpd-con0...
test-international-amehbuaisji-con04a	[ "test-international-amehbuaisji-con04a", "test-law-hrilpgwhwr-pro01a", "validation-law-hrilphwcgbd-pro01a", "training-international-alilhbassw-con03a", "test-philosophy-eppphwlrtjs-con03a", "validation-law-hrilhbiccfg-con05a", "training-law-phsms-con02b", "test-philosophy-eppphwlrtjs-pro05b", "valid...
test-health-hgwhwbjfs-pro03a	[ "training-education-shwmlflcsp-pro06b", "test-health-hgwhwbjfs-con01a", "training-education-testlchbp-con03b", "test-education-tuhwastua-pro04a", "training-health-hgwhwbutffs-con01a", "test-health-hgwhwbjfs-pro03b", "validation-health-dhwiftj-pro02a", "test-education-egtuscpih-pro03a", "training-hea...
test-health-dhghwapgd-con01a	[ "test-health-dhghwapgd-pro03b", "training-health-dhiahwivdp-pro04b", "training-sport-ehcpssohwpup-pro03a", "validation-religion-cshbcesbsb-con03b", "training-law-hrilhwsyh-con01a", "test-philosophy-apessghwba-con03a", "test-politics-glghssi-pro03b", "training-health-hpessghwgt-con04a", "training-hea...
test-education-pstrgsehwt-pro03a	[ "test-education-pstrgsehwt-pro03b", "test-education-pstrgsehwt-pro02a", "test-education-pstrgsehwt-con01a", "training-free-speech-debate-fkhbtcptww-con04a", "training-science-gsehbehdc-con03a", "test-environment-aeghhgwpe-pro01a", "training-health-fhhphwisu-con03a", "training-science-ncpshwlucpc-con01...
test-economy-epiasghbf-con01a	[ "test-economy-epiasghbf-con01a", "test-economy-epiasghbf-con03a", "training-politics-oapglvsghw-pro02b", "training-sport-emgssghwfmdpa-pro02a", "test-society-epiasghbf-pro01b", "validation-society-gfhbcimrst-pro04b", "training-culture-thrhwbbc-pro01a", "test-society-epiasghbf-con02b", "test-economy-...
test-sport-otshwbe2uuyt-con03a	[ "test-sport-otshwbe2uuyt-con02a", "training-law-hrilhwsyh-con01a", "training-international-egilpwhbrh-pro02b", "training-law-hrilhwsyh-con02b", "test-sport-otshwbe2uuyt-pro03a", "training-law-hrilhwsyh-pro03b", "training-international-egilpwhbrh-con03a", "test-sport-otshwbe2uuyt-con03b", "test-sport...
test-politics-gvhbhlsbr-con04a	[ "test-politics-gvhbhlsbr-pro03a", "test-politics-gvhbhlsbr-pro03b", "test-politics-gvhbhlsbr-con04b", "training-politics-pggllgvhwa-con03b", "test-politics-gvhbhlsbr-pro04b", "training-international-ghwfunb-pro02a", "test-politics-gvhbhlsbr-pro01a", "training-international-ghwascv-con03b", "training...
test-economy-egecegphw-pro02a	[ "test-economy-egecegphw-pro02a", "test-economy-egecegphw-pro01a", "test-economy-egecegphw-pro02b", "test-economy-egecegphw-con02a", "test-economy-egecegphw-con02b", "test-economy-egecegphw-pro01b", "test-philosophy-pphbclsbs-con04a", "training-economy-eptppppgh-con01a", "validation-politics-tsihsspa...
test-politics-ypppgvhwmv-pro03a	[ "test-politics-ypppgvhwmv-pro03a", "test-politics-ypppgvhwmv-pro03b", "training-politics-pgghwbnap-pro01a", "test-politics-ypppgvhwmv-con01b", "training-politics-pgghwbnap-pro01b", "training-politics-pgghwbnap-pro04a", "training-politics-pggllgvhwa-pro03a", "training-politics-eapvovrdcfu-pro02a", "t...
test-law-phwmfri-con03a	[ "test-law-phwmfri-pro03a", "test-law-phwmfri-con01b", "test-politics-ypppgvhwmv-con02b", "test-law-phwmfri-pro02b", "test-law-phwmfri-con03b", "test-law-phwmfri-con02b", "training-science-ncpshwlucpc-con02a", "training-law-cpphwlpvo-pro01a", "test-digital-freedoms-eifpgdff-con03b", "test-politics-...
test-culture-tlhrilsfhwr-pro01a	[ "test-culture-tlhrilsfhwr-pro01a", "test-society-tlhrilsfhwr-con03b", "test-culture-tlhrilsfhwr-con02a", "test-culture-tlhrilsfhwr-pro02b", "test-culture-tlhrilsfhwr-pro03b", "test-culture-tlhrilsfhwr-pro01b", "test-culture-tlhrilsfhwr-con03b", "test-society-tlhrilsfhwr-con02b", "test-society-tlhril...
test-culture-thbcsbptwhht-pro04a	[ "test-culture-thbcsbptwhht-pro02a", "test-culture-thbcsbptwhht-pro01a", "test-culture-thbcsbptwhht-con02b", "test-culture-thbcsbptwhht-pro04b", "test-culture-thbcsbptwhht-pro03a", "training-law-cppsmhbhce-con01a", "test-culture-thbcsbptwhht-con03a", "test-culture-thbcsbptwhht-con01b", "test-culture-...
test-economy-egppphbcb-pro03a	[ "test-economy-egppphbcb-pro03a", "test-economy-egppphbcb-pro03b", "training-economy-bepeghbnmw-pro02a", "training-health-hghpghbus-con03a", "test-education-usuprmhbu-pro01a", "training-free-speech-debate-ifcidffe-pro02a", "training-law-cplghrhwrgo-pro01a", "training-health-bhhgwtnychrrs-pro01b", "tr...
test-health-ahiahbgbsp-pro02a	[ "test-health-ahiahbgbsp-pro05a", "test-economy-bhahwbsps-con01b", "test-health-ahiahbgbsp-con03a", "test-economy-bhahwbsps-con01a", "training-health-adhgphwfrs-pro01a", "training-health-adhgphwfrs-pro03a", "training-health-ahghhwdsas-pro04b", "test-health-ahiahbgbsp-pro03a", "training-health-adhgphw...
test-health-dhiacihwph-pro01a	[ "test-health-dhghwapgd-pro03b", "test-health-dhiacihwph-pro01b", "training-health-dhiahwivdp-pro04b", "test-health-dhiacihwph-con03a", "training-health-bhhghwapc-pro04a", "test-health-dhiacihwph-pro03a", "training-health-bhhghwapc-con03a", "test-health-dhiacihwph-con01b", "test-health-dhiacihwph-pro...
test-politics-cpegiepgh-con01a	[ "test-politics-cpegiepgh-con01a", "test-politics-cpegiepgh-con01b", "test-politics-cpegiepgh-pro01a", "test-politics-cpegiepgh-pro02b", "test-politics-cpegiepgh-pro01b", "test-politics-cpegiepgh-con03b", "test-politics-cpecfiepg-con01b", "training-international-eppgglghb-con03a", "training-internati...
test-religion-grcrgshwbr-pro03a	[ "test-politics-grcrgshwbr-pro03a", "test-politics-grcrgshwbr-pro01a", "test-politics-grcrgshwbr-pro03b", "test-religion-grcrgshwbr-pro03b", "test-politics-grcrgshwbr-con02a", "test-politics-grcrgshwbr-con01b", "training-religion-frgsbnaofcs-pro03b", "test-politics-grcrgshwbr-pro01b", "test-politics-...
test-culture-mthbah-pro05a	[ "test-culture-mthbah-pro05a", "training-law-cpshbsdcc-con02a", "training-law-ucgllghwbg-pro06a", "training-science-ncpshwlucpc-con01b", "validation-science-cpecshmpj-con02a", "test-culture-ahrtsdlgra-pro03b", "training-law-cpshbsdcc-con02b", "training-philosophy-lsfhwnhc-pro01b", "training-philosoph...
test-politics-oapdhwinkp-con01a	[ "test-politics-oapdhwinkp-con01a", "test-politics-oapdhwinkp-con01b", "training-international-agdhwiafrk-pro01a", "test-international-glilpdwhsn-con01a", "test-politics-oglilpdwhsn-con01b", "training-international-aeghbltcbra-con01a", "training-international-ghbowramrlw-con03a", "test-law-sdiflhrdffe-...
test-free-speech-debate-ldhwprhs-pro02a	[ "training-free-speech-debate-nshbbhnpsb-con01a", "validation-free-speech-debate-nshwcb-pro01a", "test-religion-frghbbgi-pro04a", "training-religion-fmshbrdmhg-pro01a", "training-religion-fmshbrdmhg-pro02a", "validation-environment-rahwbuaosae-pro03b", "test-culture-mmctghwbsa-con01b", "training-free-s...
test-society-epiasghbf-con04a	[ "training-politics-oapglvsghw-pro03b", "training-politics-oapglvsghw-pro02b", "validation-politics-pggsghwip-pro01b", "training-sport-mosgtshwawcs-con04a", "training-sport-mosgtshwawcs-con01a", "validation-society-gfhbcimrst-con01a", "training-politics-oapglvsghw-con01a", "training-society-ghbfsn-pro0...
test-law-lgplhbssbco-pro02a	[ "test-law-lgplhbssbco-pro02b", "training-law-lgpisyhwhcdt-pro01a", "training-law-ueegllghwhsl-pro01b", "training-economy-epeeghbpw-con02a", "test-health-dhpelhbass-pro01a", "training-law-ueegllghwhsl-con01a", "test-health-dhpelhbass-pro01b", "training-international-meptwhbi22-pro03a", "test-health-d...
test-health-dhghhbampt-con01a	[ "test-health-dhghhbampt-pro02a", "training-health-hpessghwgt-pro02a", "test-health-dhghhbampt-pro01a", "test-health-dhghhbampt-pro03b", "training-health-bhhghwapc-con02a", "test-health-dhghhbampt-con01b", "training-health-bhhghwapc-pro02a", "test-philosophy-elhbrd-pro03b", "training-health-hpessghwg...
test-law-umtlilhotac-con02a	[ "test-law-umtlilhotac-con02a", "test-law-umtlilhotac-con02b", "test-philosophy-eppphwlrtjs-pro04a", "test-law-umtlilhotac-con03a", "test-international-amehbuaisji-con04b", "training-international-alhrilhwca-con01a", "training-international-alhrilhwca-con04a", "training-law-hrilhwsyh-con03a", "traini...
test-politics-ypppgvhwmv-con03a	[ "test-politics-ypppgvhwmv-con03a", "training-politics-pggvhbopam-pro03a", "test-politics-ypppgvhwmv-pro03b", "training-international-epvepesio-pro05a", "validation-digital-freedoms-gthwaueai-pro01a", "training-philosophy-pphsipd-con01a", "training-politics-pggvhbopam-pro02b", "test-politics-ypppgvhwmv...
test-international-appghblsba-con03a	[ "test-international-appghblsba-con03a", "test-international-appghblsba-pro03a", "test-international-appghblsba-con02a", "test-international-appghblsba-con02b", "test-international-appghblsba-con03b", "validation-society-gfhbcimrst-con01a", "test-international-appghblsba-con01a", "training-economy-epia...
test-culture-ascidfakhba-pro04a	[ "test-culture-ascidfakhba-pro04a", "training-international-mciahbncb-con01a", "test-digital-freedoms-eifpgdff-con03a", "training-digital-freedoms-iphwclcp-con01a", "training-environment-pscisghwbs3-pro05a", "test-free-speech-debate-ldhwbmclg-con02a", "training-digital-freedoms-iphwclcp-pro04a", "train...
test-education-usuprmhbu-con02a	[ "test-philosophy-npppmhwup-pro03b", "test-philosophy-npppmhwup-con02b", "test-education-usuprmhbu-pro03a", "test-philosophy-npppmhwup-con03b", "test-philosophy-npppmhwup-pro04a", "test-philosophy-npppmhwup-con02a", "test-education-usuprmhbu-con02b", "test-education-usuprmhbu-con01b", "test-philosoph...
test-law-phwmfri-pro01a	[ "training-law-lgpcpao-pro04a", "training-economy-tppphwift-con03a", "test-law-phwmfri-pro01b", "validation-economy-tiacphbtt-pro03b", "training-philosophy-ppphwrbtcw-pro03a", "training-law-lgpcpao-pro01a", "test-law-cpilhbishioe-con02b", "training-society-fygspsmy-pro03b", "test-economy-thsptr-pro04...
test-international-gmehwasr-pro05a	[ "validation-international-mewhwakapps-con03b", "test-international-gmehwasr-pro03a", "test-international-gmehwasr-pro05b", "validation-international-mewhwakapps-con03a", "test-international-gmehwasr-con05a", "validation-international-mewhwakapps-con02a", "training-international-mepdwhwhwi-con04a", "tr...
test-education-ughbuesbf-con03a	[ "training-education-uhwecpuu-pro02b", "training-education-uhwecpuu-con02a", "training-education-uhwecpuu-pro02a", "test-education-egtuscpih-pro05a", "training-education-uhwecpuu-pro03b", "test-education-udfakusma-pro02a", "test-education-pteuhwfphe-con03a", "test-education-udfakusma-con03a", "test-e...
test-free-speech-debate-yfsdfkhbwu-pro02a	[ "test-free-speech-debate-yfsdfkhbwu-con01a", "test-free-speech-debate-yfsdfkhbwu-con02a", "test-education-udfakusma-pro04a", "test-culture-tlhrilsfhwr-pro02b", "training-law-tllgrhwds-pro04a", "training-digital-freedoms-pidfakhwcs-con03a", "test-education-pteuhwfphe-con03a", "training-education-egshwr...
test-international-gmehwasr-con03a	[ "training-international-amehbncag-con02b", "test-international-gmehwasr-con05a", "validation-international-atwhwatw-con01a", "test-politics-oglilpdwhsn-con03b", "training-politics-dtwhbnhsa-con04b", "training-international-amehbncag-pro04a", "validation-international-atwhwatw-pro03a", "training-intern...
test-economy-egppphbcb-pro01a	[ "test-economy-egppphbcb-pro01a", "test-economy-egppphbcb-pro01b", "training-society-esgfhbhsbpt-con03a", "training-economy-epegppphw-con01a", "test-digital-freedoms-phwnaccpdt-con01a", "training-economy-epegppphw-con03a", "training-society-esgfhbhsbpt-con01a", "validation-economy-beghwarirgg-con03a", ...
test-international-siacphbnt-pro04a	[ "test-international-siacphbnt-con03b", "test-international-siacphbnt-pro02a", "test-international-atiahblit-pro02a", "test-international-siacphbnt-con02b", "test-international-siacphbnt-pro05a", "validation-health-hpiahbps-pro01a", "test-international-atiahblit-pro04b", "validation-digital-freedoms-gt...
test-economy-epegiahsc-pro02a	[ "training-economy-feghbgft-con04a", "training-law-ilhwpoa9apus-con02a", "test-economy-epegiahsc-con04a", "training-law-ilhwpoa9apus-con01a", "test-economy-epegiahsc-pro01b", "training-law-ilhwpoa9apus-pro03b", "training-economy-feghbgft-pro01b", "training-international-mepdwhwhwi-con04a", "test-econ...
test-international-ipecfiepg-con02a	[ "test-politics-cpecfiepg-pro02b", "test-international-ipecfiepg-pro02a", "test-international-ipecfiepg-pro01b", "test-international-ipecfiepg-con03b", "test-international-ipecfiepg-con04b", "test-international-ipecfiepg-pro03b", "test-politics-cpecfiepg-con04b", "test-international-ipecfiepg-pro03a", ...
test-international-gpdwhwcusa-pro03a	[ "test-international-gpdwhwcusa-pro03a", "test-international-gpdwhwcusa-pro02a", "test-international-gpdwhwcusa-con04b", "test-international-gpdwhwcusa-pro03b", "test-international-gpdwhwcusa-con05b", "test-international-gpdwhwcusa-con04a", "training-international-epdghwcseu-pro04b", "test-internationa...
test-religion-msgfhwbamec-con02a	[ "test-religion-msgfhwbamec-con02a", "test-religion-msgfhwbamec-pro01a", "training-religion-frgsbnaofcs-pro03b", "training-economy-epsosghbsas-pro02a", "training-economy-epecfhwie-pro01b", "training-culture-mrrtdnsnhpc-pro03a", "training-religion-frgsbnaofcs-pro04a", "test-religion-msgfhwbamec-pro02b",...
test-international-aghbfcpspr-pro03a	[ "test-international-aghbfcpspr-pro03a", "test-law-rmelhrilhbiw-con01b", "training-free-speech-debate-efsdfkhwsds-con02b", "test-international-aghbfcpspr-pro04a", "test-international-aghbfcpspr-pro03b", "validation-international-ggsurps-con02a", "test-international-aghbfcpspr-con04a", "training-interna...
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-digital-freedoms-fehwiwcb-pro03a", "training-international-gsciidfi-con03a", "training-digital-freedoms-fehwiwcb-pro03b", "...
test-philosophy-elhbrd-pro03a	[ "test-health-hdond-pro04b", "test-health-dhpelhbass-pro01a", "validation-philosophy-ehbidachsb-con03a", "test-law-lgplhbssbco-con03a", "test-philosophy-elhbrd-pro03b", "training-free-speech-debate-efsdfkhwsds-pro02a", "test-health-dhpelhbass-con02a", "test-law-lgplhbssbco-pro01b", "training-law-cplg...
test-politics-glghssi-pro03a	[ "test-politics-glghssi-con03b", "training-international-eppgglghb-pro03a", "test-politics-glghssi-pro01a", "training-international-ehbesefe-con02b", "test-economy-bepahbtsnrt-con01b", "training-economy-epehwpaja-pro01b", "training-international-eppgglghb-pro01a", "training-international-eppgglghb-con0...
test-education-egscphsrdt-con01a	[ "test-education-egscphsrdt-con01a", "test-education-egscphsrdt-con03b", "test-education-egscphsrdt-con02a", "test-education-egscphsrdt-pro02a", "test-education-egscphsrdt-pro03b", "training-health-ahwba-con01b", "training-law-cpphwlpvo-pro02a", "test-society-tsmihwurpp-con02b", "training-philosophy-...
test-international-siacphbnt-pro01a	[ "test-international-siacphbnt-pro01a", "test-international-miasimyhw-con02a", "training-economy-bepeechbem-pro01a", "test-international-siacphbnt-pro01b", "training-economy-bepeechbem-con02a", "training-economy-bepeechbem-con03a", "test-international-siacphbnt-pro02a", "training-society-fygspsmy-pro04...
test-economy-beplcpdffe-con04a	[ "test-economy-beplcpdffe-con04b", "test-economy-beplcpdffe-pro04a", "test-economy-beplcpdffe-pro03a", "test-economy-beplcpdffe-pro02a", "training-law-ucgllghwbg-pro06a", "test-economy-beplcpdffe-pro04b", "test-economy-beplcpdffe-con05b", "training-law-tllgrhwds-pro01a", "training-law-ucgllghwbg-con0...
test-politics-lghwdecm-con02a	[ "test-politics-lghwdecm-pro02a", "test-politics-lghwdecm-con02b", "test-politics-lghwdecm-pro01a", "training-philosophy-eppppghwe-con04a", "training-politics-pggvhbopam-con01a", "training-politics-pgghwbnap-pro01b", "training-politics-lvhwhauppsd-pro01b", "training-politics-pggvhbopam-pro02a", "trai...

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

NanoBEIR-th (with bm25 subset)

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

What this dataset is

Language: th
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	0.4345	0.4877

Selected BM25 algorithm

Item	Value
Mode	`wordseg`
Details	word segmentation: pythainlp (newmm)

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`	0.3652	0.4107
`NanoClimateFEVER`	0.2429	0.3170
`NanoDBPedia`	0.5044	0.5592
`NanoFEVER`	0.7031	0.7301
`NanoFiQA2018`	0.2746	0.3436
`NanoHotpotQA`	0.5501	0.6168
`NanoMSMARCO`	0.2942	0.3640
`NanoNFCorpus`	0.2694	0.1954
`NanoNQ`	0.3174	0.3866
`NanoQuoraRetrieval`	0.7276	0.7703
`NanoSCIDOCS`	0.2750	0.3730
`NanoSciFact`	0.6259	0.6427
`NanoTouche2020`	0.4986	0.6304