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Video Action Recognition research benchmarks – Page 3 · SOTA2 Research

Video Action Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NEC Drone (test)

0.715Top-1 Accuracy

2

Feb 26, 2026

UAV Human Night (test)

33.78Top-1 Accuracy

2

Feb 26, 2026

Kinetics-400 Fine-tuning

—

—Top-1 Acc

0

Feb 26, 2026

HMDB51 Linear probing

—

—Top-1 Accuracy

0

Feb 26, 2026

UCF101 Linear probing

—

—Top-1 Accuracy

0

Feb 26, 2026

Page 3 of 3

Popular datasets

Kinetics HMDB UCF101 SS UCF

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