| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | HEEDB | Binary Error4.27 | 5 | |
| Classification | HEEDB (test) | Accuracy99.1 | 4 | |
| Sleep Disorders Classification | HEEDB | Accuracy70.3 | 1 | |
| Other Neurological Disorders Classification | HEEDB | Accuracy75.7 | 1 | |
| Headache Disorders Classification | HEEDB | Accuracy76.6 | 1 | |
| Cerebrovascular Diseases Classification | HEEDB | Accuracy0.694 | 1 | |
| Cerebral Lobe Dysfunction Classification | HEEDB | Accuracy78.4 | 1 | |
| Cerebral Degeneration Classification | HEEDB | Accuracy68.5 | 1 | |
| Seizure Disorders Classification | HEEDB | Accuracy80.2 | 1 |