EEG Classification on SEEDIV (LOSO)
43.57Balanced AccuracyDARE-EEG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DARE-EEGPretrain=true, T.P. (K)=36.82026.05 | 43.57 | 0.2454 | 43 | 43 | |
| ConformerPretrain=false, T.P. (K)=221.02026.05 | 42.86 | 0.2453 | 39.77 | 39.77 | |
| LaBraMPretrain=true, T.P. (K)=31.82026.05 | 42.44 | 0.2323 | 40.6 | 40.6 | |
| DeepCNNPretrain=false, T.P. (K)=312.02026.05 | 42.03 | 0.2341 | 39.02 | 39.02 | |
| BIOTPretrain=true, T.P. (K)=32.22026.05 | 41.73 | 0.2248 | 37.14 | 37.14 | |
| EEGPTPretrain=true, T.P. (K)=33.82026.05 | 39.2 | 0.1908 | 39.34 | 39.34 | |
| BENDRPretrain=true, T.P. (K)=22.52026.05 | 36.64 | 0.1624 | 36.51 | 36.51 | |
| EEGNetPretrain=false, T.P. (K)=8.22026.05 | 34.66 | 0.1398 | 32.63 | 32.63 |