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Video Action Classification research benchmarks · SOTA2 Research

Video Action Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Something-Something v2

86.1Top-1 Acc

145

May 12, 2026

92.7Top-1 Acc

64

Apr 23, 2026

InternVideo2_s2-1B

0.894Top-1 Accuracy

48

Feb 26, 2026

95.3Top-1 Acc

33

Feb 26, 2026

77.5Top-1 Accuracy

22

Feb 26, 2026

K400 time-correlated (val)

53.97Top-1 Accuracy

21

Feb 26, 2026

SSv2 time-correlated (val)

48.25Top-1 Accuracy

21

Feb 26, 2026

UCF101 time-correlated (val)

83.92Mean Top-1 Acc

21

Feb 26, 2026

89.7Top-1 Acc

18

Feb 26, 2026

V-JEPA 2 ViT-g384

97.8Top-1 Acc

9

Feb 26, 2026

TimeSformer + Fibottention (Modified Wythoff)

59.6Top-1 Acc

4

Feb 26, 2026

Popular datasets

Kinetics UCF101 Something-Something Diving Jester

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