Subject-Level Detection on BrainLat
85.71AccuracyDeepTokenEEG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepTokenEEGParams=0.29M2026.05 | 85.71 | 85.42 | |
| TS2VecParams=2.58M2026.05 | 84.29 | 84.29 | |
| EEG2RepParams=5.33M2026.05 | 78.57 | 78.57 | |
| LEAD-SupParams=3.21M2026.05 | 78.57 | 78.57 | |
| TimesNetParams=2.35M2026.05 | 77.14 | 76.23 | |
| TCNParams=1.02M2026.05 | 75.71 | 75.57 | |
| TransformerParams=0.83M2026.05 | 74.29 | 72.82 | |
| MedformerParams=4.42M2026.05 | 74.29 | 73.51 | |
| ConformerParams=1.14M2026.05 | 68.57 | 40.15 | |
| LaBraMParams=9.62M2026.05 | 66.67 | 66.67 | |
| BIOTParams=4.16M2026.05 | 64.29 | 63.38 | |
| EEGPTParams=25.5M2026.05 | 50 | 66.67 |