EEG classification on ISRUC_S1 5-Class
0.7476Cohen's KappaCodeBrain
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CodeBrainprotocol=cross-subject2025.06 | 0.7476 | 80.2 | 78.35 | |
| CBraModprotocol=cross-subject2025.06 | 0.7442 | 80.11 | 78.65 | |
| LaBraMprotocol=cross-subject2025.06 | 0.7231 | 78.1 | 76.33 | |
| BIOTprotocol=cross-subject2025.06 | 0.7192 | 77.9 | 75.27 | |
| ContraWRprotocol=cross-subject2025.06 | 0.7178 | 76.1 | 74.02 | |
| EEGConformerprotocol=cross-subject2025.06 | 0.7143 | 76.34 | 74 | |
| EEGNetprotocol=cross-subject2025.06 | 0.704 | 75.13 | 71.54 | |
| ST-Transformerprotocol=cross-subject2025.06 | 0.7013 | 76.81 | 73.81 | |
| BENDRprotocol=cross-subject2025.06 | 0.6956 | 75.69 | 74.01 | |
| EEGPTprotocol=cross-subject2025.06 | 0.2223 | 31.11 | 40.12 |