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Papers Benchmarks Datasets Tasks

Zero-shot Action Recognition research benchmarks · SOTA2 Research

Zero-shot Action Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

88.9Accuracy

33

Feb 26, 2026

59Accuracy

25

Feb 26, 2026

NTU RGB+D 120 (96/24)

56.83Top-1 Acc

16

Feb 26, 2026

NTU RGB+D 120 (110/10 Split)

77.6Top-1 Accuracy

16

Feb 26, 2026

NTU RGB+D 60 (48/12 Split)

52.03Top-1 Acc

16

Feb 26, 2026

NTU RGB+D 60 (55/5 Split)

89.41Top-1 Accuracy

16

Feb 26, 2026

NTU-120 Setting I (110/10)

71.38Accuracy

13

Feb 26, 2026

NTU-60 Setting I (55/5)

93.17Accuracy

13

Feb 26, 2026

Olympic Sports (test)

MTE + Full KLIEP + PP

0.566Accuracy

12

Feb 26, 2026

ER-enhanced ZSAR model

42.1Top-1 Acc

8

Feb 26, 2026

PKU-MMD Setting I (46/5)

87.8Accuracy

8

Feb 26, 2026

Popular datasets

NTU RGB+D NTU Kinetics UCF101 PKU-MMD

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