| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Time Series Classification | ADFTD 3-Classes | Accuracy (%)97.14 | 38 | |
| Medical Time Series Classification | ADFTD (subject-independent) | Accuracy98.66 | 19 | |
| 3-class EEG classification | ADFTD EEG-3 (Cross-subject) | Accuracy56.73 | 13 | |
| Subject-Level Detection | ADFTD | Accuracy87.12 | 12 | |
| Segment-Level Classification | ADFTD | Accuracy85.14 | 12 | |
| EEG Classification | ADFTD | Accuracy (ACC)59.65 | 12 | |
| Medical Time Series Classification | ADFTD 3-Classes (test) | Accuracy54.54 | 11 | |
| EEG classification | ADFTD (test) | Accuracy68.42 | 6 | |
| Medical Time Series Classification | ADFTD | Accuracy56.12 | 2 |