Action Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.2mAP
12
Feb 26, 2026
52.91Frame Acc Top-1
11
Feb 26, 2026
90.3Top-1 Acc
11
Feb 26, 2026
77Top-1 Acc (multi-view fusion)
11
May 12, 2026
34.27Top-1 Acc
11
Feb 26, 2026
77.7Top-1 Accuracy
11
Feb 26, 2026
32mAP
11
Feb 26, 2026
44.4CS1 Accuracy
10
Jun 23, 2026
66.54Accuracy
9
Feb 26, 2026
62.98Accuracy
9
Feb 26, 2026
94.03Accuracy
9
Feb 26, 2026
28.48Top-1 Accuracy
8
May 22, 2026
78.2Match Accuracy
8
Feb 26, 2026
74.5Per-Class Acc
8
Feb 26, 2026
61.9Accuracy (Per-Class)
8
Feb 26, 2026
90.6Per-Class Accuracy
8
Feb 26, 2026
56.85Ego Accuracy
7
Jun 23, 2026
77.2Top-1 Acc
7
Feb 26, 2026
43.8Accuracy
7
Feb 26, 2026
93.5Accuracy
7
Feb 26, 2026
86.9mAP
7
Feb 26, 2026
75.4Top-1 Accuracy
6
Jun 26, 2026
22.9Accuracy
6
Feb 26, 2026
41.61Top-1 Action Acc
6
Feb 26, 2026
75.2mAP
6
Feb 26, 2026