| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CASME II 3-class | Unweighted F1 Score99.28 | 86 | 26d ago | ||
| SAMM 3-class | STAG | Unweighted F1 Score (UF1)91.75 | 60 | 26d ago | |
| CASME II 5-class | SAC2-Net | UF187.87 | 58 | 26d ago | |
| SAMM | MEDN | UF188.35 | 58 | 3mo ago | |
| SAMM 5-class | UF1 Score88 | 55 | 26d ago | ||
| CASME II | EPIR | UF198.82 | 53 | 3mo ago | |
| SMIC | μ-BERT | UF10.855 | 44 | 3mo ago | |
| IMER SLCV incremental learning stages (5 sessions) | L2P | Session 1 Accuracy49.6 | 34 | 3mo ago | |
| SMIC-HS 3-class | µ-BERT | UF185.5 | 23 | 1mo ago | |
| SAMM | Micro-AU CLIP | F1 Score (Micro)74.7 | 22 | 4mo ago | |
| SMIC-HS | UF188.7 | 21 | 26d ago | ||
| Full | EPIR | UF188.52 | 17 | 3mo ago | |
| IMER (ILCV) (incremental learning stages (5 sessions)) | MR | Accuracy (Session 1)59.54 | 17 | 3mo ago | |
| MEGC2019-CD 3-class setting | SAC2-Net | UF189.73 | 13 | 1mo ago | |
| CASME II | Weighted F1 Score (WF1)90.8 | 13 | 4mo ago | ||
| SAMM (LOSO) | HTNet | UF181.31 | 13 | 4mo ago | |
| CASME II (LOSO) | HTNet | UF10.9532 | 13 | 4mo ago | |
| SMIC (LOSO) | HTNet | UF180.49 | 13 | 4mo ago | |
| Full (LOSO) | HTNet | UF186.03 | 13 | 4mo ago | |
| SAMM to SMIC 3-classes (test) | SAC2-Net | Accuracy52.17 | 12 | 1mo ago | |
| CASME II to SMIC 3-classes (test) | SAC2-Net | Accuracy56.46 | 12 | 1mo ago | |
| MEGC Full 2019 | FRL-DGT | UF10.812 | 12 | 4mo ago | |
| DFME 7-class (Set B) | MER-CLIP* | UF151.28 | 11 | 26d ago | |
| NaME | STAG | UF189.83 | 10 | 26d ago | |
| DFME 7-class (Set A) | SAC2-Net | UF152.73 | 10 | 26d ago |
