EEG Classification on PhysioNet
80.94AccuracyTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TransformerValidation=K-fold CV, Time (s)=0.92025.09 | 80.94 | 61.89 | |
| GraphVar+MLP (LDE + Learned W)Validation=K-fold CV, Time (s)=2.02025.09 | 80.29 | 60.58 | |
| EEGNetValidation=K-fold CV, Time (s)=3.22025.09 | 79.61 | 59.22 | |
| LSTMValidation=K-fold CV, Time (s)=1.42025.09 | 74.19 | 48.34 |