Text-to-SQL
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
32.7SQL Accuracy
5
Feb 26, 2026
52.23Pass@1
4
May 22, 2026
64.44Pass@1 Accuracy
4
May 22, 2026
46.16Pass@1
4
May 22, 2026
71.6Execution Accuracy
4
May 12, 2026
76.9Accuracy (SYN)
4
May 12, 2026
85.78Execution Accuracy
4
May 12, 2026
46.6Execution Accuracy (EX)
4
Apr 28, 2026
28Execution Accuracy (EX)
4
Apr 23, 2026
88.3SRR
4
Apr 3, 2026
77.5Pass@1
4
Mar 18, 2026
18.7Execution Accuracy (EX)
4
Mar 10, 2026
29.8Execution Accuracy (EX)
4
Mar 10, 2026
0.717Execution Accuracy
4
Feb 26, 2026
70.1Template Match Rate
4
Feb 26, 2026
88.1Execution Accuracy (easy)
3
May 13, 2026
91.3Mean Score
3
May 1, 2026
53.5Accuracy (Simple)
3
Mar 31, 2026
93CP
2
Jun 16, 2026
94Correct Answers
2
May 21, 2026
84.2AccEX
2
Mar 9, 2026
73.67Total Accuracy
2
Feb 26, 2026
74Accuracy (Easy)
2
Feb 26, 2026
91.08Accuracy (Easy)
2
Feb 26, 2026