Text-to-SQL
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
77.84Execution Accuracy (EA)
477
Jul 7, 2026
91.2Execution Accuracy
256
Jul 7, 2026
90.3EX
196
Jul 1, 2026
98.65Exec Acc (All)
139
Jun 2, 2026
81.9Execution Accuracy (EX)
136
Jun 24, 2026
83.1Execution Accuracy (EX)
120
Jun 24, 2026
91.2EM Acc (Overall)
110
Jun 2, 2026
86.75Exact Match Accuracy
92
Feb 26, 2026
65.12Execution Accuracy (EX)
83
Jun 16, 2026
85.2Execution Accuracy
69
Jun 5, 2026
97.59Total Execution Accuracy
68
Jun 1, 2026
24.28Exact Match
58
Feb 26, 2026
88.6Execution Accuracy (EX)
55
Jun 24, 2026
75.63EX
55
Jul 7, 2026
88.6Execution Accuracy (EX)
50
Jun 5, 2026
59.53Execution Accuracy
48
Jun 15, 2026
69.3Execution Accuracy (EX)
46
Jun 11, 2026
72.1Execution Accuracy
45
Jun 11, 2026
41.73Attack Accuracy
40
Apr 28, 2026
88.4Execution Accuracy (EX)
38
Jul 3, 2026
60.7Functional Accuracy
35
Apr 10, 2026
73Execution Accuracy
33
Jul 3, 2026
97.31Execution Match Accuracy (ExM)
32
May 1, 2026
93.15ExM Accuracy
32
May 1, 2026
90.39ExM Accuracy
32
May 1, 2026