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Text-To-SQL datasets

archive 2025-07-28

21 datasets carry the task tag "Text-To-SQL" (the task itself: Text-To-SQL), ordered by the archive's paper count. Page 1 of 1: 21 shown of 21. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Text-To-SQL 21

Text-To-SQL datasets 1–21 of 21

KITTI
KITTI (Karlsruhe Institute of Technology and Toyota Technological Institute) is one of the most popular datasets for use in mobile robotics and autonomous driving.
ImagesLiDARObject DetectionSemantic SegmentationPose EstimationObject Tracking3D Object DetectionImage Super-Resolution+41 tasks
3,661 papers · 137 benchmarks
Spider-Realistic
Spider dataset is used for evaluation in the paper "Structure-Grounded Pretraining for Text-to-SQL".
Semantic ParsingText-To-SQL
91 papers · 3 benchmarks
HybridQA
A new large-scale question-answering dataset that requires reasoning on heterogeneous information.
Question AnsweringQuestion GenerationText-To-SQL
70 papers · 1 benchmark
SParC (Semantic Parsing in Context)
SParC is a large-scale dataset for complex, cross-domain, and context-dependent (multi-turn) semantic parsing and text-to-SQL task (interactive natural language interfaces for relational databases).
TextsSemantic ParsingText-To-SQLData Augmentation
59 papers · 2 benchmarks
CoSQL (Conversational Text-to-SQL Challenge)
CoSQL is a corpus for building cross-domain, general-purpose database (DB) querying dialogue systems.
TextsSemantic ParsingText-To-SQLDialogue State Tracking
45 papers · 1 benchmark
KaggleDBQA (KaggleDBQA: Realistic Text-to-SQL dataset)
KaggleDBQA is a challenging cross-domain and complex evaluation dataset of real Web databases, with domain-specific data types, original formatting, and unrestricted questions.
TextsQuestion AnsweringText-To-SQL
28 papers · 1 benchmark
BIRD (BIg Bench for LaRge-scale Database Grounded Text-to-SQL Evaluation)
BIRD (BIg Bench for LaRge-scale Database Grounded Text-to-SQL Evaluation) represents a pioneering, cross-domain dataset that examines the impact of extensive database contents on text-to-SQL parsing.
Text-To-SQL
15 papers · 1 benchmark
SEDE (Stack Exchange Data Explorer)
SEDE is a dataset comprised of 12,023 complex and diverse SQL queries and their natural language titles and descriptions, written by real users of the Stack Exchange Data Explorer out of a natural interaction.
TextsSemantic ParsingText-To-SQL
11 papers · 1 benchmark
Spider 2.0
Spider 2.0 is a comprehensive code generation agent task that includes 632 examples.
TextsEnvironmentText-To-SQL
8 papers · 1 benchmark
SPLASH
A dataset of utterances, incorrect SQL interpretations and the corresponding natural language feedback.
Semantic ParsingText-To-SQL
6 papers · 0 benchmarks
ADVETA
ADVErsarial Table perturbAtion (ADVETA) is a robustness evaluation benchmark featuring natural and realistic ATPs.
TextsText-To-SQL
5 papers · 0 benchmarks
MultiSpider
MultiSpider is a large multilingual text-to-SQL dataset which covers seven languages (English, German, French, Spanish, Japanese, Chinese, and Vietnamese).
TextsText-To-SQL
4 papers · 0 benchmarks
TriageSQL
TriageSQL is a cross-domain text-to-SQL question intention classification benchmark that requires models to distinguish four types of unanswerable questions from answerable questions.
Text-To-SQL
3 papers · 0 benchmarks
SQL-Eval
SQL-Eval is an open-source PostgreSQL evaluation dataset released by Defog, constructed based on Spider.
TextsText-To-SQL
2 papers · 1 benchmark
ViText2SQL
ViText2SQL is a dataset for the Vietnamese Text-to-SQL semantic parsing task, consisting of about 10K question and SQL query pairs.
TextsLanguage ModellingSemantic ParsingText-To-SQL
2 papers · 0 benchmarks
Car_bi
A synthetic dataset from an automobile manufacturer datasource.
TextsText-To-SQL
1 paper · 0 benchmarks
MMSQL (Multi-Turn Multi-Type Text-to-SQL test suit)
A dataset for training and testing tin various problem types and multi-turn Q&A scenarios, including a training set, test set, and test scripts.
TextsText-To-SQLMMSQL performance
1 paper · 1 benchmark
TUR2SQL
The field of converting natural language into corresponding SQL queries using deep learning techniques has attracted significant attention in recent years.
Text-To-SQL
1 paper · 0 benchmarks
NSText2SQL: An Open Source Text-to-SQL Dataset for Foundation Model Training
Numbers Station Text to SQL
TextsText-To-SQL
0 papers · 0 benchmarks
TURSpider (TURSpider: A Turkish Text-to-SQL Dataset)
TURSpider is a novel Turkish Text-to-SQL dataset that includes complex queries, akin to those in the original Spider dataset.
Text-To-SQL
0 papers · 0 benchmarks
TURSpider: A Turkish Text-to-SQL Dataset
TURSpider is a novel Turkish Text-to-SQL dataset that includes complex queries, akin to those in the original Spider dataset.
Text-To-SQL
0 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.