EEG Classification on BCIC-2A (LOSO)
59.11Balanced AccuracyDARE-EEG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DARE-EEGPretrain=true, T.P. (K)=35.42026.05 | 59.11 | 45.47 | 58.55 | 58.55 | |
| EEGPTPretrain=true, T.P. (K)=34.22026.05 | 58.46 | 44.62 | 57.15 | 57.15 | |
| LaBraMPretrain=true, T.P. (K)=102.02026.05 | 56.13 | 41.51 | 55.2 | 55.2 | |
| DeepCNNPretrain=false, T.P. (K)=287.02026.05 | 53.12 | 37.5 | 50.53 | 50.53 | |
| ConformerPretrain=false, T.P. (K)=160.02026.05 | 52.06 | 36.08 | 50.43 | 50.43 | |
| EEGNetPretrain=false, T.P. (K)=6.02026.05 | 51.53 | 35.37 | 50.44 | 50.44 | |
| BENDRPretrain=true, T.P. (K)=22.52026.05 | 48.99 | 31.99 | 48.36 | 48.36 | |
| BIOTPretrain=true, T.P. (K)=31.62026.05 | 45.9 | 27.87 | 42.82 | 42.82 |