Five-class Epilepsy Classification on Bonn dataset
93.66AccuracyGRC-Net
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GRC-Net2025.12 | 93.66 | 93.24 | 93.16 | 93.14 | |
| Ensemble CNN2025.12 | 93 | — | — | — | |
| DARLNet2025.12 | 90.17 | 90.16 | 90 | 90.05 | |
| IVMD-WmRMR-DF2025.12 | 89.33 | 89.33 | 89.6 | 89.13 | |
| 1DCNN2025.12 | 88.7 | — | — | — | |
| 1D-TP+BT2025.12 | 82.2 | — | — | — | |
| 1DCNN-LSTM2025.12 | 82 | 81.7 | 81.78 | 81.56 | |
| Double-DNN2025.12 | 82 | 81.7 | 81.7 | 81.56 | |
| Vgg162025.12 | 80.52 | 81.15 | 80.41 | 80.03 | |
| AlexNet2025.12 | 79.48 | 79.24 | 79.37 | 79.12 | |
| Improved CNN2025.12 | — | 92 | — | 92.7 |