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Few-shot Action Recognition research benchmarks – Page 2 · SOTA2 Research

Few-shot Action Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SomethingElse Few-Shot

33.3Accuracy (5-Shot)

8

Feb 26, 2026

Kinetics (test)

93.6Accuracy

4

Mar 20, 2026

77.4Accuracy

4

Mar 20, 2026

98.3Accuracy

4

Feb 26, 2026

84.7Accuracy

4

Feb 26, 2026

29.215-way 5-shot Acc

4

Feb 26, 2026

63.495-way 5-shot Acc

2

Feb 26, 2026

Page 2 of 2

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Kinetics UCF101 HMDB SS UCF

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