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Papers Benchmarks Datasets Tasks

3D Action Recognition research benchmarks · SOTA2 Research

3D Action Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NTU RGB+D 60 (Cross-View)

97.5Accuracy

36

Apr 29, 2026

NTU-120 (X-set)

92.3Top-1 Acc

30

Apr 7, 2026

Northwestern-UCLA

97.8Accuracy

16

Feb 26, 2026

UT-Kinect (half-vs-half protocol)

95Accuracy

9

Feb 26, 2026

NTU RGB+D Cross-Setup 120

94Accuracy

8

Apr 29, 2026

GMSF-Net-3Blocks

64.19Accuracy

7

Mar 18, 2026

BABEL-120 (test)

49.69Top-1 Accuracy

6

Feb 26, 2026

54.1Top-1 Accuracy

6

Feb 26, 2026

NTU RGB+D 120 One-shot (20 novel classes)

45.3Accuracy

4

Feb 26, 2026

Sports-1M (3k videos)

59.79Average Drop Rate

2

Feb 26, 2026

Popular datasets

NTU RGB+D NTU Sports-1M UT-Kinect HDM05

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