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Papers Benchmarks Datasets Tasks

Dynamic Facial Expression Recognition research benchmarks · SOTA2 Research

Dynamic Facial Expression Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DFEW (5-fold cross-val)

ViT-H FlashLite

68.25UAR

63

Jun 30, 2026

ViT-H FlashLite

45.12UAR

59

Jul 1, 2026

82.48WAR

55

Jun 9, 2026

64.83UAR

39

Jul 1, 2026

FERV39k official protocol

44.01UAR

19

Apr 15, 2026

43.52UAR

19

Apr 14, 2026

53.81UAR

16

Feb 26, 2026

43.38UAR

12

Apr 14, 2026

MMA-DFER, Transformer

77.51WAR

8

Jun 9, 2026

88.44WAR

8

Feb 26, 2026

CREMA-D 6-class (test)

85.03WAR

8

Feb 26, 2026

RAVDESS 7-class

83.69WAR

8

Feb 26, 2026

Popular datasets

DFEW FERV39k MAFW RAVDESS CREMA-D

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