Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

NL-to-SQL research benchmarks · SOTA2 Research

NL-to-SQL

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Table-Specialist

59.7Execution Accuracy

22

May 28, 2026

Table-Specialist

87.4Execution Accuracy

18

Mar 25, 2026

58.1Execution Accuracy

12

Mar 25, 2026

Combined NL-to-SQL (WikiSQL, WikiTQ, Text2Analysis, Spider, BIRD)

Table-Specialist

61.6Quality Score

3

Mar 25, 2026

Popular datasets

WikiTQ WikiSQL Text2Analysis Combined NL-to-SQL

Follow for updates

Join SOTA2 Contact