EEG Classification on SEED
74.3B-AccKAST-BAR-Large
Evaluation Results
| Method | Links | |
|---|---|---|
| KAST-BAR-LargeParameters=2.2B, Training Protocol=Multi-Task2026.05 | 74.3 | |
| THD-BAR-HugeParameters=1.6B, Training Protocol=Multi-Task2026.05 | 73.9 | |
| LaBraM-BaseParameters=5.8M, Training Protocol=Single-Task2026.05 | 73.2 | |
| CSBrainParameters=4.9M, Training Protocol=Single-Task2026.05 | 73 | |
| CBraModParameters=4.0M, Training Protocol=Single-Task2026.05 | 72.7 | |
| KAST-BAR-BaseParameters=0.8B, Training Protocol=Multi-Task2026.05 | 72.7 | |
| EEGPTParameters=25M, Training Protocol=Multi-Task2026.05 | 71.2 | |
| BIOTParameters=3.2M, Training Protocol=Single-Task2026.05 | 71 | |
| EEGNetTraining Protocol=Single-Task2026.05 | 62.5 | |
| NeuroLM-XLParameters=1.7B, Training Protocol=Multi-Task2026.05 | 60.3 | |
| ST-TransformerParameters=3.5M, Training Protocol=Single-Task2026.05 | 56.4 | |
| SPaRCNetParameters=0.79M, Training Protocol=Single-Task2026.05 | 56 |