| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Speech Emotion Recognition | MSP-IMPROV (test) | Unweighted Accuracy (Audio)57.85 | 7 | |
| Speech Emotion Recognition | MSP-IMPROV (6-fold session-independent cross-validation) | Weighted Accuracy58.55 | 7 | |
| Emotional Attribute Prediction | MSP-IMPROV Visual | Arousal0.422 | 6 | |
| Emotional Attribute Prediction | MSP-IMPROV Acoustic | Arousal0.853 | 6 | |
| Emotional Attribute Prediction | MSP-IMPROV Audio-Visual | Arousal0.856 | 6 | |
| Categorical Emotion Recognition | MSP-Improv | UAR66.12 | 6 |