Multi-class classification on BCIC 5-Class 2020-T3 (test)
0.5127Cohen's KappaCodeBrain
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CodeBrain2025.06 | 0.5127 | 61.01 | 61.01 | |
| EEGConformer2025.06 | 0.4488 | 31.33 | 45.06 | |
| EEGNet2025.06 | 0.4413 | 30.16 | 44.13 | |
| ContraWR2025.06 | 0.4407 | 30.78 | 42.57 | |
| ST-Transformer2025.06 | 0.4247 | 29.41 | 41.26 | |
| CBraMod2025.06 | 0.4216 | 53.83 | 53.73 | |
| LaBraM2025.06 | 0.38 | 50.54 | 50.6 | |
| BIOT2025.06 | 0.365 | 49.17 | 49.2 | |
| BENDR2025.06 | 0.0607 | 23.79 | 24.85 | |
| EEGPT2025.06 | 0.0567 | 24.41 | 24.53 |