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Papers Benchmarks Datasets Tasks

Micro-gesture recognition research benchmarks · SOTA2 Research

Micro-gesture recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PoseConv3D+VideoSwinT+MG-FM-RGB

74.419Top-1 Acc

42

Jun 9, 2026

iMiGUE-3K labeled

71.6Top-1 Accuracy

19

May 19, 2026

iMiGUE MiGA Track-1 (test)

XInsight Lab (PoseConv3D+VideoSwinT+SMILE)

74.66Accuracy

11

Jun 12, 2026

SMG online recognition track MiGA Track-2 (2023-2026)

VideoMAEv2-g + AdaTAD

43.81F1 Score

9

Jun 11, 2026

iMiGUE-3K-labeled (test)

MG-FM-Skele (3-stream)

57.61Top-1 Accuracy

7

May 19, 2026

78.13Top-1 Accuracy

6

Mar 18, 2026

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