EEG Classification on BCIC-2B (LOSO)
74.71Balanced AccuracyDARE-EEG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DARE-EEGPretrain=true, T.P. (K)=33.52026.05 | 74.71 | 0.4941 | 81.51 | 81.51 | |
| EEGPTPretrain=true, T.P. (K)=33.42026.05 | 72.12 | 0.4426 | 80.59 | 80.59 | |
| EEGNetPretrain=false, T.P. (K)=5.22026.05 | 71.79 | 0.4357 | 78.45 | 78.45 | |
| DeepCNNPretrain=false, T.P. (K)=270.02026.05 | 71.78 | 0.4357 | 80.1 | 80.1 | |
| BENDRPretrain=true, T.P. (K)=22.72026.05 | 70.67 | 0.4131 | 78.54 | 78.54 | |
| LaBraMPretrain=true, T.P. (K)=66.22026.05 | 68.51 | 0.3703 | 75.76 | 75.76 | |
| ConformerPretrain=false, T.P. (K)=127.02026.05 | 65.94 | 0.3187 | 73.79 | 73.79 | |
| BIOTPretrain=true, T.P. (K)=1.12026.05 | 64.09 | 0.2817 | 70.95 | 70.95 |