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SOTA Micro-expression recognition benchmarks and papers with code | Wizwand
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Micro-expression recognition
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
SAMM
MEDN
UF1
88.35
58
1mo ago
CASME II
EPIR
UF1
98.82
53
1mo ago
SMIC
μ-BERT
UF1
0.855
44
1mo ago
CASME II 3-class
GAMDSS(rise)
Unweighted F1 Score
94.3
43
8d ago
IMER SLCV incremental learning stages (5 sessions)
L2P
Session 1 Accuracy
49.6
34
2mo ago
CASME II 5-class
GAMDSS(rise)
Accuracy
87.5
31
8d ago
SAMM 5-class
µ-BERT
Accuracy
84.75
28
8d ago
SAMM
Micro-AU CLIP
F1 Score (Micro)
74.7
22
2mo ago
SAMM 3-class
MESTI-MEGANet
Unweighted F1 Score (UF1)
89
20
8d ago
Full
EPIR
UF1
88.52
17
1mo ago
IMER (ILCV) (incremental learning stages (5 sessions))
MR
Accuracy (Session 1)
59.54
17
2mo ago
CASME II
SME
Weighted F1 Score (WF1)
90.8
13
2mo ago
SAMM (LOSO)
HTNet
UF1
81.31
13
3mo ago
CASME II (LOSO)
HTNet
UF1
0.9532
13
3mo ago
SMIC (LOSO)
HTNet
UF1
80.49
13
3mo ago
Full (LOSO)
HTNet
UF1
86.03
13
3mo ago
MEGC Full 2019
FRL-DGT
UF1
0.812
12
3mo ago
SMIC-HS 3-class
MESTI-MEGANet
UF1
0.917
10
8d ago
MEGC Composite 2019 (test)
μ-BERT
UF1
89.03
10
3mo ago
CASME3 (test)
μ-BERT
UF1
0.5604
10
3mo ago
SAMM to SMIC 3-classes (test)
MESTI-MEGANet
Accuracy
46.95
6
8d ago
CASME II to SMIC 3-classes (test)
MESTI-MEGANet
Accuracy
50
6
8d ago
4DME 4DMR 2025 Challenge (test)
MicroAttNet
UF1
55.4
6
2mo ago
SAMM
Ours
Accuracy (ACC)
56.86
5
2mo ago
CASME
Ours
ACC
44.7
5
2mo ago
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