Subject-Level Detection on Combined (ADFTD, BrainLat, AD-Auditory, ADFSU, APAVA)
78.23AccuracyDeepTokenEEG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepTokenEEGParams=0.29M2026.05 | 78.23 | 83.7 | |
| TS2VecParams=2.58M2026.05 | 77.18 | 83.46 | |
| EEGPTParams=25.5M2026.05 | 77.12 | 83.4 | |
| LEAD-SupParams=3.21M2026.05 | 76.31 | 83.43 | |
| LaBraMParams=9.62M2026.05 | 76 | 83.19 | |
| MedformerParams=4.42M2026.05 | 75.23 | 83.32 | |
| BIOTParams=4.16M2026.05 | 74.44 | 84.44 | |
| EEG2RepParams=5.33M2026.05 | 70.68 | 76.8 | |
| TimesNetParams=2.35M2026.05 | 70.26 | 78.31 | |
| TransformerParams=0.83M2026.05 | 67.95 | 73.47 | |
| ConformerParams=1.14M2026.05 | 67.56 | 75.3 | |
| TCNParams=1.02M2026.05 | 58.36 | 65.14 |