EEG Event Classification on TUEV (test)
66.59Balanced AccuracyCBraMod
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CBraModPretrain Dataset (Hours)=9000, Pretraining dataset size=100%, Fine-tuning=true2026.03 | 66.59 | 67.44 | 83.31 | |
| CBraMod-MTDPPretrain Dataset (Hours)=2250, Pretraining dataset size=25%, Fine-tuning=true2026.03 | 66.45 | 70.07 | 84.38 | |
| CBraMod-MTDPPretrain Dataset (Hours)=9000, Pretraining dataset size=100%, Fine-tuning=true2026.03 | 64.88 | 71.03 | 84.65 | |
| CBraModPretrain Dataset (Hours)=2250, Pretraining dataset size=25%, Fine-tuning=true2026.03 | 64.21 | 64.09 | 81.25 | |
| LaBraMPretrain Dataset (Hours)=2500, Fine-tuning=true2026.03 | 64.09 | 66.37 | 83.12 | |
| BIOTPretrain Dataset (Hours)=122, Fine-tuning=true2026.03 | 52.81 | 52.73 | 74.92 |