CASME
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Micro-expression Recognition | CASME II | UF198.82 | 53 | |
| Micro-expression recognition | CASME II 3-class | Unweighted F1 Score94.3 | 43 | |
| Micro-expression recognition | CASME II 5-class | Accuracy87.5 | 31 | |
| Micro-expression Recognition | CASME II | Weighted F1 Score (WF1)90.8 | 13 | |
| Micro-expression recognition | CASME II (LOSO) | UF10.9532 | 13 | |
| Micro-Expression Action Unit Detection | CASME II (LOSO protocol) | AU1 F1-score93.1 | 12 | |
| Micro-expression recognition | CASME3 (test) | UF10.5604 | 10 | |
| Micro-expression Action Unit Detection | CASME II | F1 Score81.4 | 9 | |
| 5-class micro-expression recognition | CASME II | F1 Score85.5 | 7 | |
| Micro-Expression Recognition | CASME II to SMIC 3-classes (test) | Accuracy50 | 6 | |
| 3D Facial Reconstruction | CASME | L1 Loss0.044 | 5 | |
| Micro-expression Recognition | CASME | ACC44.7 | 5 | |
| 3D Facial Reconstruction | CASME II | L1 Loss0.041 | 5 | |
| Facial Expression Recognition | CASME II | Accuracy54.79 | 5 | |
| Micro-expression Recognition | CASME III Part A | UF157.67 | 5 | |
| Facial Expression Recognition | CASME | Accuracy81.8 | 1 |
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