Action Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
46.2mAP
99
Feb 26, 2026
51.6mAP (alpha=0.5)
79
Feb 27, 2026
32mAP
48
Feb 26, 2026
43.3mAP
42
Feb 26, 2026
30PAC
27
Feb 26, 2026
85.3video-mAP@0.5
21
Feb 26, 2026
39.8mAP
20
Feb 26, 2026
26mAP (%)
18
Jun 23, 2026
44.43mAPAC
16
Feb 26, 2026
90.7F1 Score (IoU=0.5)
15
Feb 27, 2026
60.4mAP@0.4
13
Feb 26, 2026
75.5video-mAP@0.5
13
Feb 26, 2026
80.1Video-mAP@0.5
12
Feb 26, 2026
79.1Brush Hair AP
12
Feb 26, 2026
38.3CS Accuracy
11
Jun 23, 2026
27.4mAP
11
Feb 26, 2026
42.6Frame mAP
11
Feb 26, 2026
61.3F@0.5
11
Feb 27, 2026
0.265mAP
10
Feb 26, 2026
88.1V-Score (IoU 0.5)
10
Feb 26, 2026
76.6Video-mAP@0.5
10
Feb 26, 2026
84.8Frame mAP (IoU=0.5)
10
Feb 26, 2026
79.3F1 Score
9
Apr 7, 2026
36.1AP@0.1
9
May 26, 2026
94.3mAP@IoU 0.1
8
Jun 23, 2026