| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Emotion Recognition | SEED-V 5-Class (test) | Balanced Accuracy41.86 | 10 | |
| Emotion Recognition | SEED-V EEG | Kappa26.36 | 10 | |
| Emotion Recognition | SEED-V (test) | Accuracy (B)41.94 | 6 | |
| Emotion Recognition | SEED-V Session 2 → Session 3 | Accuracy78.79 | 6 |