Subject-Level Detection on ADFTD
87.12AccuracyDeepTokenEEG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepTokenEEGParams=0.29M2026.05 | 87.12 | 86.92 | |
| ConformerParams=1.14M2026.05 | 85.71 | 76.86 | |
| BIOTParams=4.16M2026.05 | 85.71 | 84.44 | |
| TCNParams=1.02M2026.05 | 81.43 | 81.36 | |
| TimesNetParams=2.35M2026.05 | 81.43 | 81.05 | |
| LEAD-SupParams=3.21M2026.05 | 81.43 | 81.34 | |
| MedformerParams=4.42M2026.05 | 78.57 | 78.46 | |
| TS2VecParams=2.58M2026.05 | 78.57 | 78.46 | |
| EEG2RepParams=5.33M2026.05 | 75.71 | 75.19 | |
| TransformerParams=0.83M2026.05 | 74.29 | 74 | |
| LaBraMParams=9.62M2026.05 | 57.14 | 72.73 | |
| EEGPTParams=25.5M2026.05 | 57.14 | 72.73 |