| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Motor Imagery Classification | BCI Competition IV-2b Dataset I (cross-subject) | Average Accuracy80.83 | 15 | |
| Motor Imagery Decoding | BCI Competition IV 2a I (cross-subject) | Accuracy Class 183.19 | 11 | |
| Finger trajectory decoding | BCI Competition IV dataset 4 (val) | Average Score0.67 | 7 |