Temporal Action Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
28.8AP @ IoU 0.1
8
Feb 26, 2026
80.9mAP@50% IoU
7
May 22, 2026
28.08mAP Avg
7
Feb 26, 2026
18.24Avg mAP
7
Feb 26, 2026
5,076Inference FPS
7
Feb 26, 2026
57.2mAP@0.2
6
Apr 13, 2026
38.47Clean mAP
6
Feb 26, 2026
1mAP@0.1
6
Feb 26, 2026
78.6mAP@10%
5
May 22, 2026
84mAP@10%
5
May 22, 2026
70.8mAP@10%
5
May 22, 2026
37.68mAP@0.1
5
Apr 21, 2026
6,668Inference Speed (FPS)
5
Feb 26, 2026
96.1mAP@10% IoU
4
May 22, 2026
26.8AP @ IoU=0.1
4
Feb 26, 2026
28mAP @ IoU=0.1
4
Feb 26, 2026
14mAP
3
May 19, 2026
44.3mAP (tIoU=0.2)
2
Feb 26, 2026