| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Event Type Classification | TUEV | Balanced Accuracy70.8 | 50 | |
| Six-class classification of EEG events | TUEV | Balanced Accuracy66.71 | 27 | |
| EEG Classification | TUEV (test) | Balanced Accuracy66.71 | 24 | |
| Brain Decoding | TUEV | Balanced Accuracy64.09 | 23 | |
| EEG Event Classification | TUEV | Balanced Accuracy66.59 | 13 | |
| EEG Classification | TUEV | Balanced Accuracy70.8 | 12 | |
| EEG Event Classification | TUEV (test) | Balanced Accuracy66.59 | 6 | |
| EEG Generation | TUEV | TS-FID235.86 | 3 |