Event Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
74.7F1 Score
27
Feb 26, 2026
68.8F1 Score
26
Feb 26, 2026
74.9F1 Score
23
Feb 26, 2026
63.4F1 Score
23
Feb 26, 2026
95.74Precision
16
Apr 16, 2026
78.6F1 Score
15
Feb 26, 2026
94.86F1 Score
14
Feb 26, 2026
0.958F1 Score
14
Feb 26, 2026
46F1 Score
13
Feb 26, 2026
225Detected
10
Mar 25, 2026
123Detected Events Count
8
Mar 25, 2026
59.6Micro-F1 (Session 1)
8
Feb 26, 2026
67.8Micro-F1 (Session 1)
8
Feb 26, 2026
75.5Precision
7
Jun 26, 2026
116Detected Events
7
Mar 25, 2026
56.82Macro Precision
7
Feb 26, 2026
54.7F1 Score
6
Feb 26, 2026
68.37F1 Score
6
Feb 26, 2026
71.7Precision
5
Jun 26, 2026
44.2Precision
5
Jun 26, 2026
67.03F1 Score
5
Feb 26, 2026
64.96Overall Score
5
Feb 26, 2026
48.4F1 Score
5
Feb 26, 2026
42.13Precision
5
Feb 26, 2026
47.06mAP@0.5
4
Mar 20, 2026