ERP Classification on ERN
86.2Balanced AccuracyEEGNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EEGNetChannel Configuration=Full montage, Evaluation Protocol=LOSO2026.06 | 86.2 | — | — | — | |
| ERP-XTTNChannel Configuration=Full montage, Evaluation Protocol=LOSO2026.06 | 84.5 | 0.017 | — | — | |
| EEGNetChannel Configuration=3-channel, Evaluation Protocol=LOSO2026.06 | 77 | — | — | — | |
| xDAWN+RGChannel Configuration=Full montage, Evaluation Protocol=LOSO2026.06 | 75.6 | — | — | — | |
| ERP-XTTNChannel Configuration=3-channel, Evaluation Protocol=LOSO2026.06 | 75.1 | 0.019 | — | — | |
| xDAWN+RGChannel Configuration=3-channel, Evaluation Protocol=LOSO2026.06 | 56.8 | — | — | — | |
| EEGNetChannel Configuration=3-channel, Evaluation Protocol=LOSO2026.06 | — | — | 0.866 | — | |
| EEGNetChannel Configuration=Full montage, Evaluation Protocol=LOSO2026.06 | — | — | 0.951 | — | |
| ERP-XTTNChannel Configuration=3-channel, Evaluation Protocol=LOSO2026.06 | — | — | 0.837 | 0.029 | |
| ERP-XTTNChannel Configuration=Full montage, Evaluation Protocol=LOSO2026.06 | — | — | 0.923 | 0.028 | |
| xDAWN+RGChannel Configuration=3-channel, Evaluation Protocol=LOSO2026.06 | — | — | 0.793 | — | |
| xDAWN+RGChannel Configuration=Full montage, Evaluation Protocol=LOSO2026.06 | — | — | 0.928 | — |