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24,220
1-1000181-1
Tell me what the notes are for SOUTH AUSTRALIA
SELECT "Notes" FROM "1-1000181-1" WHERE "Current slogan" = 'SOUTH AUSTRALIA';
24,221
1-1000181-1
What is the current series where the New series began in June 2011?
SELECT "Current series" FROM "1-1000181-1" WHERE "Notes" = 'New series began in June 2011';
24,222
1-1000181-1
What is the format for South Australia?
SELECT "Format" FROM "1-1000181-1" WHERE "State/territory" = 'South Australia';
24,223
1-1000181-1
Name the background colour for the Australian Capital Territory
SELECT "Text/background colour" FROM "1-1000181-1" WHERE "State/territory" = 'Australian Capital Territory';
24,224
1-10007452-3
how many times is the fuel propulsion is CNG?
SELECT COUNT("Fleet Series (Quantity)") FROM "1-10007452-3" WHERE "Fuel Propulsion" = 'CNG';
24,225
1-10007452-3
what is the fuel propulsion where the fleet series (quantity) is 310-329 (20)?
SELECT "Fuel Propulsion" FROM "1-10007452-3" WHERE "Fleet Series (Quantity)" = '310-329 (20)';
24,226
1-10007452-3
who is the manufacturer for the order year 1998?
SELECT "Manufacturer" FROM "1-10007452-3" WHERE "Order Year" = '1998';
24,227
1-10007452-3
how many times is the model GE40LFR?
SELECT COUNT("Manufacturer") FROM "1-10007452-3" WHERE "Model" = 'GE40LFR';
24,228
1-10007452-3
how many times is the fleet series (quantity) is 468-473 (6)?
SELECT COUNT("Order Year") FROM "1-10007452-3" WHERE "Fleet Series (Quantity)" = '468-473 (6)';
24,229
1-10007452-3
what is the powertrain (engine/transmission) when the order year is 2000?
SELECT "Powertrain (Engine/Transmission)" FROM "1-10007452-3" WHERE "Order Year" = '2000';
24,230
1-10006830-1
What if the description of a CH-47D Chinook?
SELECT "Description" FROM "1-10006830-1" WHERE "Aircraft" = 'CH-47D Chinook';
24,231
1-10006830-1
What is the max gross weight of the Robinson R-22?
SELECT "Max Gross Weight" FROM "1-10006830-1" WHERE "Aircraft" = 'Robinson R-22';
24,232
1-10015132-1
What school did player number 6 come from?
SELECT "School/Club Team" FROM "1-10015132-1" WHERE "No." = '6';
24,233
1-10015132-1
What school did the player that has been in Toronto from 2012-present come from?
SELECT "School/Club Team" FROM "1-10015132-1" WHERE "Years in Toronto" = '2012-present';
24,234
1-10015132-1
What school did the player that has been in Toronto from 2010-2012 go to?
SELECT "School/Club Team" FROM "1-10015132-1" WHERE "Years in Toronto" = '2010-2012';
24,235
1-10015132-1
What position did the player from Baylor play?
SELECT "Position" FROM "1-10015132-1" WHERE "School/Club Team" = 'Baylor';
24,236
1-10015132-14
Who played in the Toronto Raptors from 1995-96?
SELECT "Player" FROM "1-10015132-14" WHERE "Years in Toronto" = '1995-96';
24,237
1-10015132-14
Which number was Patrick O'Bryant?
SELECT "No." FROM "1-10015132-14" WHERE "Player" = 'Patrick O''Bryant';
24,238
1-10015132-14
What school did Patrick O'Bryant play for?
SELECT "School/Club Team" FROM "1-10015132-14" WHERE "Player" = 'Patrick O''Bryant';
24,239
1-10015132-14
How many number does Fordham school have?
SELECT COUNT("No.") FROM "1-10015132-14" WHERE "School/Club Team" = 'Fordham';
24,240
1-10015132-14
Which school was in Toronto in 2001-02?
SELECT "School/Club Team" FROM "1-10015132-14" WHERE "Years in Toronto" = '2001-02';
24,241
1-10015132-21
Which school did the player that played 2004-05 attend?
SELECT "School/Club Team" FROM "1-10015132-21" WHERE "Years in Toronto" = '2004-05';
24,242
1-10015132-21
Which position does Loren Woods play?
SELECT "Position" FROM "1-10015132-21" WHERE "Player" = 'Loren Woods';
24,243
1-10015132-21
What number is the player that played 1998-2001
SELECT MIN("No.") FROM "1-10015132-21" WHERE "Years in Toronto" = '1998-2001';
24,244
1-10015132-21
Which country is the player that went to Georgetown from?
SELECT "Nationality" FROM "1-10015132-21" WHERE "School/Club Team" = 'Georgetown';
24,245
1-10015132-21
Which school did Herb Williams go to?
SELECT "School/Club Team" FROM "1-10015132-21" WHERE "Player" = 'Herb Williams';
24,246
1-10015132-3
When did the player from Hawaii play for Toronto?
SELECT "Years in Toronto" FROM "1-10015132-3" WHERE "School/Club Team" = 'Hawaii';
24,247
1-10015132-3
During what period did Dell Curry play for Toronto?
SELECT "Years in Toronto" FROM "1-10015132-3" WHERE "Player" = 'Dell Curry';
24,248
1-10015132-3
What's the number of the player from Boise State?
SELECT "No." FROM "1-10015132-3" WHERE "School/Club Team" = 'Boise State';
24,249
1-10015132-3
What's Dell Curry nationality?
SELECT "Nationality" FROM "1-10015132-3" WHERE "Player" = 'Dell Curry';
24,250
1-10015132-7
which player is from Georgia
SELECT "Player" FROM "1-10015132-7" WHERE "School/Club Team" = 'Georgia';
24,251
1-10015132-7
what school is Rudy Gay from
SELECT "School/Club Team" FROM "1-10015132-7" WHERE "Player" = 'Rudy Gay';
24,252
1-10015132-7
what nationality is the player who played from 1997-98
SELECT "Nationality" FROM "1-10015132-7" WHERE "Years in Toronto" = '1997-98';
24,253
1-10015132-7
what position did the player from Connecticut play
SELECT "Position" FROM "1-10015132-7" WHERE "School/Club Team" = 'Connecticut';
24,254
1-10015132-2
During which years was Marcus Banks in Toronto?
SELECT "Years in Toronto" FROM "1-10015132-2" WHERE "Player" = 'Marcus Banks';
24,255
1-10015132-2
Which positions were in Toronto in 2004?
SELECT "Position" FROM "1-10015132-2" WHERE "Years in Toronto" = '2004';
24,256
1-10015132-2
What nationality is the player Muggsy Bogues?
SELECT "Nationality" FROM "1-10015132-2" WHERE "Player" = 'Muggsy Bogues';
24,257
1-10015132-2
What years was the player Lonny Baxter in Toronto?
SELECT "Years in Toronto" FROM "1-10015132-2" WHERE "Player" = 'Lonny Baxter';
24,258
1-10015132-2
How many players were with the school or club team La Salle?
SELECT COUNT("Player") FROM "1-10015132-2" WHERE "School/Club Team" = 'La Salle';
24,259
1-10021158-3
When the scoring rank was 117, what was the best finish?
SELECT "Best finish" FROM "1-10021158-3" WHERE "Scoring rank" = '117';
24,260
1-10021158-3
When the best finish was T69, how many people came in 2nd?
SELECT "2nd" FROM "1-10021158-3" WHERE "Best finish" = 'T69';
24,261
1-10021158-3
How many wins were there when the money list rank was 183?
SELECT COUNT("Wins") FROM "1-10021158-3" WHERE "Money list rank" = '183';
24,262
1-10021158-3
When the money list rank was n/a, what was the scoring average?
SELECT "Scoring average" FROM "1-10021158-3" WHERE "Money list rank" = 'n/a';
24,263
1-10021158-3
What time was the highest for 2nd finishers?
SELECT MAX("2nd") FROM "1-10021158-3";
24,264
1-1004033-1
When did the MetroStars have their first Rookie of the Year winner?
SELECT MIN("Season") FROM "1-1004033-1" WHERE "Team" = 'MetroStars';
24,265
1-1004033-1
What college did the Rookie of the Year from the Columbus Crew attend?
SELECT "College" FROM "1-1004033-1" WHERE "Team" = 'Columbus Crew';
24,266
1-1004033-1
How many teams had a #1 draft pick that won the Rookie of the Year Award?
SELECT COUNT("Team") FROM "1-1004033-1" WHERE "Draft Pick #" = '1';
24,267
1-1004033-1
What position did the #10 draft pick play?
SELECT "Position" FROM "1-1004033-1" WHERE "Draft Pick #" = '10';
24,268
1-10023387-1
what's the years played with singles w-l of 3–2
SELECT "Years Played" FROM "1-10023387-1" WHERE "Singles W-L" = '3–2';
24,269
1-10023387-1
what's the doubles w-l for player Seol Jae-Min (none)
SELECT "Doubles W-L" FROM "1-10023387-1" WHERE "Player" = 'Seol Jae-Min (none)';
24,270
1-10023387-1
what's the singles w-l for Kim Doo-Hwan
SELECT "Singles W-L" FROM "1-10023387-1" WHERE "Player" = 'Kim Doo-Hwan';
24,271
1-10023387-1
what's the total number of singles w-l with doubles w-l of 0–0 and total w-l of 3–1
SELECT COUNT("Singles W-L") FROM "1-10023387-1" WHERE "Doubles W-L" = '0–0' AND "Total W-L" = '3–1';
24,272
1-10023387-1
what's the doubles w-l with years played value of 1 (1968)
SELECT "Doubles W-L" FROM "1-10023387-1" WHERE "Years Played" = '1 (1968)';
24,273
1-10023387-1
what years are played for player  Im Chung-Yang
SELECT "Years Played" FROM "1-10023387-1" WHERE "Player" = 'Im Chung-Yang';
24,274
1-10020178-1
What is the name of the 375 crest length?
SELECT "Name" FROM "1-10020178-1" WHERE "Crest length (meters)" = 375.0;
24,275
1-10020178-1
What is year of construction of Spitallamm?
SELECT MIN("Year of construction") FROM "1-10020178-1" WHERE "Name" = 'Spitallamm';
24,276
1-10020178-1
What is the canton of Grande Dixence?
SELECT "Canton" FROM "1-10020178-1" WHERE "Name" = 'Grande Dixence';
24,277
1-10020178-1
What is the name where Lago di Luzzone is?
SELECT "Name" FROM "1-10020178-1" WHERE "Name of the Lake" = 'Lago di Luzzone';
24,278
1-100518-1
What is the guardian mātṛkā for the guardian whose consort is Svāhā?
SELECT "Guardian Mātṛkā" FROM "1-100518-1" WHERE "Consort" = 'Svāhā';
24,279
1-100518-1
Where the mantra is "Oṃ Yaṃ Vāyuve Namaḥ", what is the direction of the guardian?
SELECT "Direction" FROM "1-100518-1" WHERE "Mantra" = 'Oṃ Yaṃ Vāyuve Namaḥ';
24,280
1-100518-1
What weapon is used by the guardian whose consort is Śacī?
SELECT "Weapon" FROM "1-100518-1" WHERE "Consort" = 'Śacī';
24,281
1-100518-1
What are the directions for the guardian whose weapon is Khaḍga (sword)?
SELECT "Direction" FROM "1-100518-1" WHERE "Weapon" = 'Khaḍga (sword)';
24,282
1-100518-1
What are the weapons used by guardians for the direction East?
SELECT "Weapon" FROM "1-100518-1" WHERE "Direction" = 'East';
24,283
1-100518-1
What are the directions for the guardian whose graha (planet) is Bṛhaspati (Jupiter)?
SELECT "Direction" FROM "1-100518-1" WHERE "Graha (Planet)" = 'Bṛhaspati (Jupiter)';
24,284
1-10054296-1
What is the number of chapters listed for the Fraternity with a headquarters in Austin, Texas?
SELECT MAX("Chapters") FROM "1-10054296-1" WHERE "Classification" = 'Fraternity' AND "Headquarters" = 'Austin, Texas';
24,285
1-10054296-1
What are the members listed with the Sorority classification
SELECT "Member" FROM "1-10054296-1" WHERE "Classification" = 'Sorority';
24,286
1-10054296-1
Name the member that has 12 chapters
SELECT "Member" FROM "1-10054296-1" WHERE "Chapters" = 12.0;
24,287
1-10054296-1
Where is the headquarters of Alpha Nu Omega
SELECT "Headquarters" FROM "1-10054296-1" WHERE "Member" = 'Alpha Nu Omega';
24,288
1-1007688-1
what is the number of relapsing fever when malaria is 3000
SELECT MIN("Relapsing fever") FROM "1-1007688-1" WHERE "Malaria" = '3000';
24,289
1-1007688-1
what is the typhoid fever number for the year 1934
SELECT "Typhoid fever" FROM "1-1007688-1" WHERE "Year" = '1934';
24,290
1-1007688-1
What are all the typhus number when smallpox is 4
SELECT "Typhus" FROM "1-1007688-1" WHERE "Smallpox" = 4.0;
24,291
1-1007688-1
what is the number of smallpox when typhoid fever is 293
SELECT MAX("Smallpox") FROM "1-1007688-1" WHERE "Typhoid fever" = 293.0;
24,292
1-1007688-1
what is the typhoid fever number for the year 1929
SELECT "Typhoid fever" FROM "1-1007688-1" WHERE "Year" = '1929';
24,293
1-10082596-1
How many schools are in Bloomington, IN?
SELECT COUNT("Founded") FROM "1-10082596-1" WHERE "Location" = 'Bloomington, IN';
24,294
1-10082596-1
How many of the schools are designated Private/Presbyterian?
SELECT COUNT("Location") FROM "1-10082596-1" WHERE "Affiliation" = 'Private/Presbyterian';
24,295
1-10082596-1
In what year was Lindenwood University founded?
SELECT MIN("Founded") FROM "1-10082596-1" WHERE "School" = 'Lindenwood University';
24,296
1-10082596-1
How many of the schools listed are in Ames, IA?
SELECT COUNT("Primary conference") FROM "1-10082596-1" WHERE "Location" = 'Ames, IA';
24,297
1-1008653-9
What is the capital (endonym) where Douglas is the Capital (exonym)?
SELECT "Capital ( endonym )" FROM "1-1008653-9" WHERE "Capital ( exonym )" = 'Douglas';
24,298
1-1008653-9
How many countries (endonym) has the capital (endonym) of Jakarta?
SELECT COUNT("Country ( endonym )") FROM "1-1008653-9" WHERE "Capital ( endonym )" = 'Jakarta';
24,299
1-1008653-9
What is the country (exonym) where the official or native language(s) (alphabet/script) is Icelandic?
SELECT "Country ( exonym )" FROM "1-1008653-9" WHERE "Official or native language(s) (alphabet/script)" = 'Icelandic';
24,300
1-1008653-9
In which country (endonym) is Irish English the official or native language(s) (alphabet/script)?
SELECT "Country ( endonym )" FROM "1-1008653-9" WHERE "Official or native language(s) (alphabet/script)" = 'Irish English';
24,301
1-1008653-9
Which country (exonym) is the country (endonym) Isle of Man Ellan Vannin?
SELECT "Country ( exonym )" FROM "1-1008653-9" WHERE "Country ( endonym )" = 'Isle of Man Ellan Vannin';
24,302
1-1009087-1
The season premiere aired on September 11, 2000 aired on how many networks?
SELECT COUNT("Network") FROM "1-1009087-1" WHERE "Season premiere" = 'September 11, 2000';
24,303
1-1009087-1
What was the ranking of the season finale aired on May 8, 2006?
SELECT "Ranking" FROM "1-1009087-1" WHERE "Season finale" = 'May 8, 2006';
24,304
1-1011906-1
what is the minimum population canada 2011 census with seat of rcm being Cowansville
SELECT MIN("Population Canada 2011 Census") FROM "1-1011906-1" WHERE "Seat of RCM" = 'Cowansville';
24,305
1-1011906-1
what's the land area with seat of rcm being Granby
SELECT "Land Area" FROM "1-1011906-1" WHERE "Seat of RCM" = 'Granby';
24,306
1-101196-1
What is the population for County Mayo with the English Name Carrowteige?
SELECT "Population" FROM "1-101196-1" WHERE "County" = 'County Mayo' AND "English name" = 'Carrowteige';
24,307
1-101196-1
What is the Irish name listed with 62% Irish speakers?
SELECT "Irish name" FROM "1-101196-1" WHERE "Irish speakers" = '62%';
24,308
1-101196-1
What is the population for the Irish Name Leitir Mealláin?
SELECT "Population" FROM "1-101196-1" WHERE "Irish name" = 'Leitir Mealláin';
24,309
1-101196-1
What is the county for the Irish name Carna?
SELECT "County" FROM "1-101196-1" WHERE "Irish name" = 'Carna';
24,310
1-101196-1
How many County Kerry have 53% Irish speakers?
SELECT COUNT("English name") FROM "1-101196-1" WHERE "Irish speakers" = '53%' AND "County" = 'County Kerry';
24,311
1-101196-1
What is the population for the English name Spiddal?
SELECT "Population" FROM "1-101196-1" WHERE "English name" = 'Spiddal';
24,312
1-10118412-6
What is the the Chinese population for the state that has a Filipino population of 1474707?
SELECT MIN("Chinese") FROM "1-10118412-6" WHERE "Filipino" = 1474707.0;
24,313
1-10118412-6
How many States have an Indian population of 30947?
SELECT COUNT("Filipino") FROM "1-10118412-6" WHERE "Indian" = 30947.0;
24,314
1-10118412-6
What is the highest Indian population?
SELECT MAX("Indian") FROM "1-10118412-6";
24,315
1-10121127-1
What is Australia's role in the UN operation UNAMA?
SELECT "Australian role" FROM "1-10121127-1" WHERE "UN Operation name" = 'UNAMA';
24,316
1-10121127-1
What is the UN operation title with the UN operation name, UNCOK?
SELECT "UN Operation title" FROM "1-10121127-1" WHERE "UN Operation name" = 'UNCOK';
24,317
1-10121127-1
How many Australians were in the UN Commission on Korea?
SELECT COUNT("Number of Australians involved") FROM "1-10121127-1" WHERE "UN Operation title" = 'UN Commission on Korea';
24,318
1-10121127-1
When was it where 65 Australians were involved in the UN?
SELECT "Dates of Australian involvement" FROM "1-10121127-1" WHERE "Number of Australians involved" = '65';
24,319
1-10120207-8
What year is the season with the 10.73 million views?
SELECT "TV season" FROM "1-10120207-8" WHERE "Viewers (millions)" = '10.73';
End of preview. Expand in Data Studio

LLMSQL Benchmark

This benchmark is designed to evaluate text-to-SQL models. For usage of this benchmark see https://github.com/LLMSQL/llmsql-benchmark.

Arxiv Article: https://arxiv.org/abs/2510.02350

Files

  • tables.jsonl — Database table metadata
  • questions.jsonl — All available questions
  • train_questions.jsonl, val_questions.jsonl, test_questions.jsonl — Data splits for finetuning, see https://github.com/LLMSQL/llmsql-benchmark
  • sqlite_tables.db — sqlite db with tables from tables.jsonl, created with the help of create_db_sql.
  • create_db.sql — SQL script that creates the database sqlite_tables.db.

test_output.jsonl is not included in the dataset.

Citation

If you use this benchmark, please cite:

@inproceedings{llmsql_bench,
  title={LLMSQL: Upgrading WikiSQL for the LLM Era of Text-to-SQLels},
  author={Pihulski, Dzmitry and  Charchut, Karol and Novogrodskaia, Viktoria and Koco{'n}, Jan},
  booktitle={2025 IEEE International Conference on Data Mining Workshops (ICDMW)},
  year={2025},
  organization={IEEE}
}
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