Intent Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
92.1F1-Macro
5
Mar 4, 2026
87.6F1-Macro
5
Mar 4, 2026
90.2F1-Macro
5
Mar 4, 2026
92F1-Macro
5
Mar 4, 2026
84.97Accuracy
5
Feb 26, 2026
92.5F1 Score
4
Jun 19, 2026
79.1F1 Score
4
Jun 19, 2026
90.1Top-1 Accuracy
4
Mar 23, 2026
83.7Top-1 Accuracy
4
Mar 23, 2026
87.3Top-1 Accuracy
4
Mar 23, 2026
97.3Accuracy
4
Feb 26, 2026
84.12Accuracy
4
Feb 26, 2026
67.8Baseline Accuracy
4
Feb 26, 2026
12.04Max Ratio
4
Feb 26, 2026
69.7In-Scope Accuracy
4
Feb 26, 2026
89.3In-Scope Accuracy
4
Feb 26, 2026
86.3In-Scope Accuracy
4
Feb 26, 2026
85.45ICA
3
Jun 23, 2026
95.03Accuracy
3
May 27, 2026
89.5Precision
3
May 12, 2026
97Precision
3
May 12, 2026
64.3Accuracy
3
Feb 26, 2026
94.5Accuracy
3
Feb 26, 2026
93.2Accuracy
3
Feb 26, 2026
453Count of Failures Fixed
2
Apr 14, 2026