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7-class micro-expression recognition on CAS(ME)3

62.73UARGAMDSS(rise)
16.221228.295640.3752.4444Jan 31, 2025Apr 25, 2025Jul 19, 2025Oct 12, 2025Jan 5, 2026Mar 31, 2026Jun 24, 2026

Evaluation results

MethodLinks
GAMDSS(rise)variant=rise2026.0362.7353.29——
GAMDSSPub-Year=TAC-262026.0662.7353.29——
GAMDSS(full)variant=full2026.0358.7242.58——
SAC2-NetPub-Year=Ours2026.0658.2856.99——
GAMDSS(fall)variant=fall2026.0358.2743.33——
MER-CLIP*Pub-Year=TAC-252026.0650.1449.97——
Swin TransformerEvaluation protocol=LOSO2025.0145.4—60.946.5
ATM-GCN2026.0342.8343.08——
ViTEvaluation protocol=LOSO2025.0142.5—59.242.9
PC-GCN2026.0341.5935.64——
PC-GCNPub-Year=TAC-252026.0641.5935.64——
RCNEvaluation protocol=LOSO2025.0138.9——39.3
STSTNetEvaluation protocol=LOSO2025.0137.9——38
HTNetPub-Year=NC-24, reproduced=true2026.0637.6937.56——
ResNetEvaluation protocol=LOSO2025.0134.4—56.728.6
FeatRefEvaluation protocol=LOSO2025.0134.1——34.9
Micron-BERTEvaluation protocol=LOSO2025.0132.6——32.5
µ-BERT2026.0332.5432.64——
µ-BERTPub-Year=CVPR-232026.0632.5432.64——
SFAMNet2026.0323.7323.65——
SFAMNetPub-Year=NC-242026.0623.7323.65——
AlexNet2026.0318.0117.59——
AlexNetPub-Year=TPAMI-222026.0618.0117.59——