| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Emotion Recognition (ER) Valence and Arousal Regression | EMER (test) | Arousal MAE0.223 | 26 | |
| Multimodal Emotion Reasoning | EMER | Clue Overlap7.83 | 18 | |
| Facial Expression Recognition | EMER 7-class (test) | WAR51.18 | 13 | |
| Emotional Recognition | EMER 7-class (test) | Weighted Accuracy (WAR)33.92 | 13 | |
| Facial Expression Recognition | EMER 3-class (test) | WAR68.1 | 13 | |
| Emotional Recognition | EMER 3-class (test) | WAR59.28 | 13 | |
| Facial Expression Intensity Regression | EMER | MAE0.66 | 6 |