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Papers Benchmarks Datasets Tasks

Activity Detection research benchmarks · SOTA2 Research

Activity Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Charades localize v1

28.6mAP

52

Feb 26, 2026

MLB-YouTube (test)

I3D + 3 TGM + super-events

47.1mAP

51

Feb 26, 2026

26.95mAP

21

Feb 26, 2026

Charades (test)

27.8mAP

19

Feb 26, 2026

I3D + super-events + our TGMS

46.4mAP

16

Feb 26, 2026

Charades v1 (test)

12.4mAP (standard)

6

Feb 27, 2026

ActivityNet v1.3 (test)

G. Singh et. al.

36.4mAP@0.5

5

Feb 27, 2026

1,030FPS

4

Feb 27, 2026

Popular datasets

Charades ActivityNet MultiTHUMOS MLB-YouTube

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