| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DFEW | HumanOmni | WAR82.48 | 47 | 4d ago | |
| FERV39k | S2D | UAR43.97 | 27 | 4d ago | |
| DFEW (5-fold cross-val) | DuSE | UAR64.88 | 23 | 3d ago | |
| DFEW (test) | SSM | UAR64.83 | 20 | 4d ago | |
| FERV39k official protocol | UAR44.01 | 19 | 3d ago | ||
| FERV39K (test) | UAR43.52 | 19 | 4d ago | ||
| MAFW | Omni-Emotion | UAR53.81 | 16 | 1mo ago | |
| MAFW (test) | SSM | UAR43.38 | 12 | 4d ago | |
| MEAD 8-class | MTCAE-DFER | WAR88.44 | 8 | 1mo ago | |
| CREMA-D 6-class (test) | MTCAE-DFER | WAR85.03 | 8 | 1mo ago | |
| RAVDESS 7-class | MTCAE-DFER | WAR83.69 | 8 | 1mo ago |
