Segment-Level Classification on Combined ADFTD, BrainLat, AD-Auditory, ADFSU, APAVA
68.03AccuracyDeepTokenEEG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepTokenEEGParams=0.29M2026.05 | 68.03 | 73.96 | |
| EEGPTParams=25.5M2026.05 | 65.11 | 67.36 | |
| LEAD-SupParams=3.21M2026.05 | 64.75 | 69.18 | |
| EEG2RepParams=5.33M2026.05 | 64.69 | 65.07 | |
| TS2VecParams=2.58M2026.05 | 64.56 | 67.29 | |
| MedformerParams=4.42M2026.05 | 64.06 | 69.09 | |
| LaBraMParams=9.62M2026.05 | 63.4 | 67.94 | |
| TimesNetParams=2.35M2026.05 | 62.31 | 67.31 | |
| TCNParams=1.02M2026.05 | 60.33 | 62.24 | |
| BIOTParams=4.16M2026.05 | 59.16 | 70.36 | |
| ConformerParams=1.14M2026.05 | 57.41 | 60.07 | |
| TransformerParams=0.83M2026.05 | 55.99 | 50.6 |