Datasets:

ibm-research
/

OTTQASmallRetrieval

qid stringlengths 16 16	did stringlengths 6 84	score int32 1 1
2b6359edb1b352c3	Nonso_Anozie_1	1
1bd5ee91518dc589	Sevens_Grand_prix_series_0	1
b2fa6dea5e272acc	Kishore_Kumar_1	1
24ae33636128ba03	Bradford_City_A.F.C._0	1
25019a7623f4ad5e	Budapest_0	1
a1d6704c2b0c48bc	1995_Tooheys_1000_0	1
d76b0d98f72a7526	2015–16_Arsenal_F.C._season_2	1
b5cfc92181b6511b	List_of_New_York_University_alumni_22	1
f9575f412a27c3dd	2009–10_Vancouver_Canucks_season_14	1
0190463339d6f441	Dancing_with_the_Stars_(U.S._season_5)_0	1
cfd274e6f1fcc6ab	George_Augustus_Vaughn,_Jr._0	1
6e4c3ff7e2eb1d28	List_of_football_clubs_in_Argentina_2	1
c325073596b90404	2018_Emerging_Nations_World_Championship_0	1
2ec999e25f74925f	2014–15_Fenerbahçe_S.K._season_7	1
fec7be5ae9d6a165	List_of_YouTube_personalities_0	1
86d2ab8434ba97af	Trevor_Eyster_0	1
e24420af76d04d3a	2015_Kangaroo_Cup_0	1
1e0254d8e81e0e91	2019_Campeonato_Mineiro_0	1
90b0d5dcf0eaf6b5	List_of_ViacomCBS_television_programs_28	1
6dc0dc143d118cf9	List_of_protected_areas_of_the_Philippines_3	1
22bbba6f447c6100	EUMETSAT_0	1
1237c7721cff750f	2018–19_Danish_1st_Division_0	1
88738d6628b72c0a	List_of_highest-grossing_films_in_Singapore_16	1
a49aa9dfa22788d7	List_of_alumni_and_faculty_of_the_Royal_Melbourne_Institute_of_Technology_11	1
81ff50f4edc36641	2016_USC_Trojans_football_team_0	1
b0c5459df30d4e24	Jin_Chao-chun_1	1
4c0e497260eba456	NHL_FaceOff_0	1
982c752a969a1be0	San_Fernando_Pastoral_Region_6	1
599e9228178abbc7	2012_Belarusian_Premier_League_0	1
48065341e145ed0f	SJPF_Segunda_Liga_Player_of_the_Month_0	1
c541ff211d5b3a3e	Boss_(TV_series)_0	1
224f6942bc82c770	List_of_protected_areas_of_the_Philippines_0	1
174dfb5a00bc1ee9	Belgian_Grand_Prix_2	1
3fce81ceeb4f1f24	2019_Tour_de_France_3	1
399221ebc0ddaa7c	List_of_video_games_published_by_Aksys_Games_5	1
6ba8fd22929c5c85	2012–13_LEB_Oro_season_0	1
0f33c685590a82d1	1953_Bulgarian_Cup_1	1
88c1ea6e8741a749	2005_in_American_television_2	1
e60cd6b7a84e8308	2018_Reno_1868_FC_season_1	1
fb49f39eceefcb31	2017_PBA_draft_5	1
8e1fa880e969756f	Savilian_Professor_of_Astronomy_0	1
b953c543b02d4e51	Jackie_Chan_discography_0	1
0ebdc47c547c1eb6	Muscle_Shoals_Sound_Studio_0	1
d103b892dcdba2a3	2015–16_Algerian_Ligue_Professionnelle_1_0	1
13f7ab452862270a	Latin_Grammy_Award_for_Best_Female_Pop_Vocal_Album_0	1
e4d8d057edfd9348	Rachael_vs._Guy:_Celebrity_Cook-Off_2	1
a34414b6d4ed98c5	2014–15_LEN_Champions_League_squads_5	1
ae4c4f243b9c112e	The_Sorcerer_1	1
edf04164ef2fe9f7	2012_Superettan_0	1
4c2736ad91b7c961	2003_UCI_Women's_Road_World_Cup_0	1
a457ef98414823ba	Emley_Moor_transmitting_station_2	1
362a9c8d4e073804	Holland_Hills_Classic_0	1
4c5fb3c0fd9eda4f	Germany_at_the_2002_Winter_Olympics_0	1
6d4f08091e1084ea	BSWW_Tour_5	1
33d5f429bdb72fff	Nonso_Anozie_1	1
9c0caf88a64af03d	Cantando_2012_16	1
d9e2de955837f809	List_of_submissions_to_the_58th_Academy_Awards_for_Best_Foreign_Language_Film_0	1
42511244954b49b1	Age_of_Steam_Roundhouse_1	1
1c00d81cc017b0fe	Tamil_Nadu_legislative_assembly_election,_1996_0	1
66ed39fb4b81993f	Doping_at_the_Tour_de_France_19	1
843210e8a2cadaf2	2016_Winnipeg_Blue_Bombers_season_0	1
6d825b3be2fb5b98	List_of_submissions_to_the_64th_Academy_Awards_for_Best_Foreign_Language_Film_0	1
8a59a2f2b882ed8e	Germany_at_the_2013_World_Aquatics_Championships_0	1
d8348d5d9451d0e7	Dancing_with_the_Stars_(U.S._season_5)_3	1
e2b623d9e4fde224	List_of_alumni_and_faculty_of_the_Royal_Melbourne_Institute_of_Technology_9	1
9c1f12b5d2f7ff21	2011_in_Australian_television_6	1
30640968d3d1b81d	Coins_of_the_Slovak_koruna_(1939–45)_1	1
991099aef593312f	IPSC_European_Handgun_Championship_2	1
18090987f334eba6	Krishna_Iyer_0	1
54d796f66770ace6	Miss_Panamá_2011_3	1
6ab87f46ac4a0b5d	List_of_alumni_and_faculty_of_the_Royal_Melbourne_Institute_of_Technology_4	1
fb8a51a3b4b9e2c5	India_at_the_2010_Commonwealth_Games_0	1
ec956de40e516c8c	Commissioner's_Historic_Achievement_Award_0	1
7f9b797f689a738f	Dancing_with_the_Stars_(U.S._season_5)_3	1
33b3877c9291bec8	2012–13_Croatian_First_Football_League_2	1
da426db739257cf2	1980_College_Baseball_All-America_Team_0	1
56665bf5bf771602	List_of_Israeli_films_of_1987_0	1
11c44d7b5bf05f15	1986_Tour_de_France_3	1
e5f74ed9a6f0874c	2019_Campeonato_Mineiro_0	1
210e1173f0300de9	2008_Major_League_Baseball_Draft_2	1
44390ddb6915f10d	List_of_songs_recorded_by_Elisa_1	1
a075ac0bc6196c3e	Thirteener_3	1
4b089d08607e599e	Danish_Women's_Handball_League_0	1
7436d3c9c46e45ef	World_record_progression_100_metres_butterfly_1	1
c4b62825c0cd3090	Jeff_Bergman_2	1
f3e4a18d4bf0af7b	List_of_video_games_published_by_Aksys_Games_8	1
fe3d74081ef360f5	Karina_Smirnoff_7	1
e25b9d48bdb8a64d	List_of_University_of_Central_Florida_alumni_5	1
8fca9dbd58bb51eb	List_of_Bomberman_video_games_4	1
bcf5d4362d125182	MTV_Movie_Award_for_Best_New_Filmmaker_0	1
b0e2a23a9f671825	2006_AFL_season_7	1
800e085eea10dd7b	India_at_the_2010_Commonwealth_Games_1	1
a75e2c9dea9ab011	WLIR_0	1
eae5507bf4ce47a9	Hadi_Aghily_2	1
37eec7d5741da224	2019–20_Alloa_Athletic_F.C._season_2	1
da229263eadc2ea6	International_Children's_Games_1	1
1749e8fbe9acbc0c	Travie_McCoy_discography_5	1
363e6808bfe3cd28	Jimmy_Vasser_4	1
9c9398e85be320e4	6th_Legislative_Assembly_of_Manitoba_1	1
543d439d37a8f70a	Venues_of_the_1920_Summer_Olympics_0	1

End of preview. Expand in Data Studio

OTT-QA Retrieval

This dataset is part of a Table + Text retrieval benchmark. Includes queries and relevance judgments across dev split(s), with corpus in 3 format(s): corpus_linearized, corpus_md, corpus_structure.

Configs

Config	Description	Split(s)
`default`	Relevance judgments (qrels): `qid`, `did`, `score`	`dev`
`queries`	Query IDs and text	`dev_queries`
`corpus_linearized`	Linearized table representation	`corpus_linearized`
`corpus_md`	Markdown table representation	`corpus_md`
`corpus_structure`	Structured corpus with `headers`, `cells`, `meta_data`. `text` field corresponds to linearized Text + Table.	`corpus_structure`

`corpus_structure` additional fields

Field	Type	Description
`meta_data`	string	Table metadata / caption
`headers`	list[string]	Column headers
`cells`	list[string]	Flattened cell values

TableIR Benchmark Statistics

Dataset	Structured	#Train	#Dev	#Test	#Corpus
OpenWikiTables	✓	53.8k	6.6k	6.6k	24.7k
NQTables	✓	9.6k	1.1k	1k	170k
FeTaQA	✓	7.3k	1k	2k	10.3k
OTT-QA (small)	✓	41.5k	2.2k	--	8.8k
MultiHierTT	✗	--	929	--	9.9k
AIT-QA	✗	--	--	515	1.9k
StatcanRetrieval	✗	--	--	870	5.9k
watsonxDocsQA	✗	--	--	30	1.1k

Citation

If you use TableIR Eval: Table-Text IR Evaluation Collection, please cite:

@misc{doshi2026tableir,
  title        = {TableIR Eval: Table-Text IR Evaluation Collection},
  author       = {Doshi, Meet and Boni, Odellia and Kumar, Vishwajeet and Sen, Jaydeep and Joshi, Sachindra},
  year         = {2026},
  institution  = {IBM Research},
  howpublished = {https://huggingface.co/collections/ibm-research/table-text-ir-evaluation},
  note         = {Hugging Face dataset collection}
}

All credit goes to original authors. Please cite their work:

@article{chen2021ottqa,
  title={Open Question Answering over Tables and Text},
  author={Wenhu Chen, Ming-wei Chang, Eva Schlinger, William Wang, William Cohen},
  journal={Proceedings of ICLR 2021},
  year={2021}
}