Motor Imagery Classification on BCIC2020-3 (test)
62.53Balanced AccuracyCBraMod-MTDP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CBraMod-MTDPPretrain Dataset (Hours)=9000, Pretraining dataset size=100%, Fine-tuning=true2026.03 | 62.53 | 53.17 | 62.57 | |
| CBraMod-MTDPPretrain Dataset (Hours)=2250, Pretraining dataset size=25%, Fine-tuning=true2026.03 | 59.87 | 49.83 | 59.91 | |
| CBraModPretrain Dataset (Hours)=9000, Pretraining dataset size=100%, Fine-tuning=true2026.03 | 53.73 | 42.16 | 53.83 | |
| LaBraMPretrain Dataset (Hours)=2500, Fine-tuning=true2026.03 | 50.6 | 38 | 50.54 | |
| BIOTPretrain Dataset (Hours)=122, Fine-tuning=true2026.03 | 49.2 | 36.5 | 49.17 | |
| CBraModPretrain Dataset (Hours)=2250, Pretraining dataset size=25%, Fine-tuning=true2026.03 | 44 | 30 | 44.03 |