Intent Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
68.51Mean Score
42
May 14, 2026
99.43ID Accuracy
32
Apr 14, 2026
65.6F1 Score (val)
21
May 14, 2026
70.37F1 Score (val)
21
May 14, 2026
66.47F1 Score (Validation)
21
May 14, 2026
76.46F1 Score (Validation)
21
May 14, 2026
94.27Accuracy
18
Feb 26, 2026
85.02Accuracy
18
Feb 26, 2026
89.16Accuracy
16
Feb 26, 2026
94.84Accuracy
16
Feb 26, 2026
87.41Accuracy
16
Feb 26, 2026
89.79Accuracy
16
Feb 26, 2026
96.2Accuracy
15
Mar 17, 2026
98.9Accuracy
15
Mar 17, 2026
98.6Accuracy
15
Mar 17, 2026
1.57Intent Error
13
Feb 26, 2026
92.62Accuracy
12
Feb 26, 2026
0.825Accuracy
12
Feb 26, 2026
84.01Accuracy
12
Feb 26, 2026
97.31Accuracy
11
Feb 26, 2026
93.03Accuracy
11
Feb 26, 2026
94.42Accuracy
11
Feb 26, 2026
89.96Accuracy
10
Feb 26, 2026
72.4Macro F1
9
Mar 31, 2026
69.8Macro-F1
9
Mar 31, 2026