Segment-Level Classification on BrainLat
82.12AccuracyDeepTokenEEG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeepTokenEEGParams=0.29M2026.05 | 82.12 | 81.42 | |
| LEAD-SupParams=3.21M2026.05 | 70.36 | 70.3 | |
| EEG2RepParams=5.33M2026.05 | 68.02 | 67.6 | |
| TS2VecParams=2.58M2026.05 | 67.94 | 67.94 | |
| ConformerParams=1.14M2026.05 | 62.45 | 60.12 | |
| BIOTParams=4.16M2026.05 | 61.51 | 61.51 | |
| MedformerParams=4.42M2026.05 | 60.15 | 59.86 | |
| TimesNetParams=2.35M2026.05 | 59.63 | 59.22 | |
| TCNParams=1.02M2026.05 | 59.23 | 59.21 | |
| TransformerParams=0.83M2026.05 | 59.21 | 58.6 | |
| EEGPTParams=25.5M2026.05 | 49.09 | 65.85 | |
| LaBraMParams=9.62M2026.05 | 48.24 | 48.24 |