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Expression Recognition research benchmarks · SOTA2 Research

Expression Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Aff-Wild2 (val)

MAE+Transformer feature fusion

55.55F1 Score (P_EXPR)

22

Mar 16, 2026

95.6Accuracy

12

May 29, 2026

55.15Average Accuracy

10

Feb 26, 2026

58F1 Score

7

Feb 26, 2026

61F1 Score

7

Feb 26, 2026

76F1 Score

7

Feb 26, 2026

42F1 Score

6

Feb 26, 2026

24.04Expression Error Rate

6

Feb 26, 2026

0.589Recognition Rate

6

Feb 26, 2026

76Expression Rate

6

Feb 26, 2026

56Accuracy

4

Feb 26, 2026

ABAW Challenge 10th (val)

33.34Macro F1 Score

3

Mar 13, 2026

Popular datasets

MNE FER IMFDB SFEW AffectNet

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