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Action Retrieval research benchmarks · SOTA2 Research

Action Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NTU-60 (x-view)

Decomposition and Composition

93.5Accuracy

28

Mar 12, 2026

75Accuracy

28

Mar 12, 2026

NTU-120 (x-setup)

66.8Accuracy

16

Feb 26, 2026

NTU 120 (x-sub)

63.3Accuracy

16

Feb 26, 2026

UCF101 (split-1)

63.8Rank@1

10

Feb 26, 2026

Qwen3-VL-8B + Ego4D

43.6AR

8

Apr 30, 2026

HMDB51 (split-1)

30.8Recall@1

8

Feb 26, 2026

57.63Top-1 Accuracy

7

Jul 3, 2026

37.97Recall@1

2

Mar 25, 2026

Popular datasets

NTU UCF HMDB HMDB51 EgoExoBench

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