Temporal Action Localization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
83.6mAP@0.3
331
Jul 2, 2026
78.2AP @ IoU=0.5
319
Feb 27, 2026
59.3AP@0.5
257
Feb 26, 2026
45.3mAP@IoU 0.5
110
Feb 27, 2026
82.8mAP@0.30
93
Feb 27, 2026
38.5Average mAP
60
Jun 1, 2026
50.6mAP @ IoU=0.5
47
Feb 26, 2026
82.1mAP@0.3
44
Feb 26, 2026
53.8mAP@0.50
36
Jul 7, 2026
66.4mAP@0.3
36
Jul 7, 2026
48.3mAP@0.5
36
Feb 26, 2026
83.1mAP@0.3
36
Feb 26, 2026
56.16mAP (theta=0.5)
35
Feb 27, 2026
48.8mAP (Avg)
34
May 22, 2026
45.3mAP@0.5
32
Feb 27, 2026
32.5Avg mAP
31
Jun 1, 2026
74.3mAP @ IoU 0.3
29
Feb 26, 2026
83.8mAP@0.1
26
Feb 26, 2026
77.9mAP@0.1
25
Feb 26, 2026
50.6mAP@0.5IoU
20
Jul 7, 2026
51.5f-mAP
20
Feb 26, 2026
58mAP@0.3
19
Jul 7, 2026
54.7mAP@0.5
19
Feb 26, 2026
53.96mAP@0.5
14
Feb 26, 2026
63mAP@0.5
14
Feb 26, 2026