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ResearchFormerly WizWand

Human Interaction Recognition

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Zhang et al. [56]

95Average Accuracy

16

Feb 26, 2026

SBU Interaction Dataset (test)

98.2Accuracy

14

Feb 26, 2026

UT-Interaction (UT-1)

98.3Accuracy

12

Feb 26, 2026

NTU RGB+D Mutual Action Subset 1.0 (Cross-View)

LSTM-IRN_inter+intra^fc1

93.5Accuracy

9

Feb 26, 2026

NTU RGB+D Mutual Action Subset 1.0 (Cross-Subject)

LSTM-IRN_inter+intra^fc1

90.5Accuracy

9

Feb 26, 2026

UT-Interaction 2

96.7Accuracy

5

Feb 26, 2026

NTU-Inter 120 X-Sub120

92.3Top-1 Accuracy

4

Feb 26, 2026

NTU-Inter X-Sub60

97.1Top-1 Accuracy

4

Feb 26, 2026

NTU-Inter X-View 60

99.3Top-1 Accuracy

3

Feb 26, 2026