Multi-class classification on FACED 9-Class (test)
0.5406Cohen's KappaCodeBrain
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CodeBrain2025.06 | 0.5406 | 59.53 | 59.41 | |
| CBraMod2025.06 | 0.5041 | 56.18 | 55.09 | |
| BENDR2025.06 | 0.4716 | 53.4 | 53.2 | |
| LaBraM2025.06 | 0.4698 | 52.88 | 52.73 | |
| EEGPT2025.06 | 0.4639 | 39.24 | 46.07 | |
| BIOT2025.06 | 0.4476 | 51.36 | 51.18 | |
| ContraWR2025.06 | 0.4231 | 48.87 | 48.87 | |
| ST-Transformer2025.06 | 0.4137 | 47.95 | 48.1 | |
| EEGConformer2025.06 | 0.3858 | 45.14 | 45.59 | |
| EEGNet2025.06 | 0.3342 | 41.24 | 40.9 |