| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| EEG Classification | TUSL | Balanced Accuracy85.7 | 12 | |
| EEG Interpretation | TUSL | Balanced Accuracy (B-Acc)85.7 | 12 | |
| Brain Decoding | TUSL | Balanced Accuracy78.95 | 9 | |
| EEG Classification | TUSL (test) | Balanced Accuracy76.25 | 9 | |
| Seizure Detection | TUSL | ROC-AUC0.932 | 6 | |
| EEG Event Classification | TUSL | AUROC76.7 | 4 |