Temporal Action Localization
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
77.7mAP@0.1
12
Jul 2, 2026
48.6mAP@0.1
12
Jul 2, 2026
78.5mAP@0.1
12
Feb 26, 2026
72.6mAP@0.1
12
Feb 26, 2026
32IOD
10
Feb 27, 2026
41.4Recall
9
Feb 27, 2026
18.4Average mAP
9
Feb 26, 2026
0.414Recall
9
Feb 27, 2026
52.3mAP@0.3
8
Jun 1, 2026
24.15Average mAP
8
Feb 26, 2026
68.47mAP@0.3
7
May 25, 2026
75.17mAP@0.3
7
May 25, 2026
23.97Average mAP
7
Feb 26, 2026
36.7mAP@0.3
7
Feb 26, 2026
23.7f-mAP
7
Feb 26, 2026
0.43mAP@0.5
6
Mar 19, 2026
66.53AUPRC (IoU=0.3)
6
Mar 16, 2026
69.02AUPRC (t=0.3)
6
Mar 16, 2026
49.6mAP@0.5
6
Feb 26, 2026
25.5Average mAP
6
Feb 26, 2026
74.2mAP
6
Feb 26, 2026
46.67mAP
5
Mar 31, 2026
57.83mAP
5
Mar 31, 2026
57.08mAP
5
Mar 31, 2026
43.1mAP @ IoU=0.5
5
Feb 27, 2026