| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| EEG signal classification | BCIC-IV-2a | Accuracy78.24 | 17 | |
| EEG Classification | BCIC IV-2A (test) | Subject 1 Accuracy94.44 | 10 | |
| Classification | BCIC-2B 9 subjects | AUROC80.51 | 10 | |
| Classification | BCIC-2A 9 subjects | Weighted F150.66 | 10 | |
| EEG Classification | BCIC 2B IV | B1 Score83.13 | 9 | |
| Motor Imagery decoding | BCIC IV-2a (test) | Accuracy74.71 | 8 | |
| Classification | BCIC-IV-2A (Subject-independent) | Accuracy69.68 | 5 |