Action Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
44.6mAP
8
Feb 26, 2026
92.1F@0.5
7
Feb 27, 2026
75.7mAPa
7
Feb 26, 2026
77.5Video-mAP (IoU=0.2)
7
Feb 26, 2026
75.5f-mAP@0.5
6
Feb 26, 2026
73.9f-mAP@0.5
6
Feb 26, 2026
72.1f-mAP@0.5
6
Feb 26, 2026
66.2f-mAP@0.5
6
Feb 26, 2026
51.5IoU
6
Feb 26, 2026
78.4Video-mAP (IoU=0.2)
6
Feb 26, 2026
0.752Frame mAP
6
Feb 26, 2026
0.6F1 Score (IoU=0.5)
6
Feb 27, 2026
1.3F1 Score @ IoU 0.5
6
Feb 27, 2026
71.3f-mAP@0.5
5
Feb 26, 2026
69.8f-mAP@0.5
5
Feb 26, 2026
66.8Frame mAP @ 0.5
5
Feb 26, 2026
54.2f-mAP@0.5
5
Feb 26, 2026
33.3F1@0.5
5
Feb 26, 2026
33.7mAP
5
Feb 26, 2026
29mAP
5
Feb 26, 2026
19.1mAP
5
Feb 26, 2026
94.2mAP
5
Feb 26, 2026
92.6mAP
5
Feb 26, 2026
43.9mAP
4
Feb 26, 2026
0.84Accuracy
4
Feb 26, 2026