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Class-incremental action recognition research benchmarks · SOTA2 Research

Class-incremental action recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Something-Something v2 (test)

37.25CNN Score

8

Feb 26, 2026

HMDB51 1 x 25 stages

42.65CNN Accuracy

7

Feb 26, 2026

HMDB51 5 x 5 stages

47.54CNN Accuracy

7

Feb 26, 2026

UCF101 (2 x 25 stages)

75.77CNN Accuracy

7

Feb 26, 2026

UCF101 (5 x 10 stages)

76.38CNN Accuracy

7

Feb 26, 2026

UCF101 (10 x 5 stages)

78.13CNN Accuracy

7

Feb 26, 2026

Popular datasets

UCF101 Something-Something UCF HMDB HMDB51

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