| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| classification | SIENA | Balanced Accuracy86.55 | 20 | |
| Seizure Detection | SIENA subject-independent (test) | Balanced Accuracy86.55 | 7 | |
| Seizure Detection | Siena | ROC-AUC95.5 | 6 | |
| Physiological signal classification | Siena EEG | Mean Score83.76 | 5 | |
| EEG Signal Classification | Siena | Mean AUC76.87 | 5 |