SUDEP Prediction on MULTI-CLARID OpenNeuro ds005795 (test)
84.7AccuracyGSM-DL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GSM-DL2025.12 | 84.7 | 0.91 | 0.83 | 0.85 | 0.82 | |
| GCN + Attention2025.12 | 81.3 | 0.87 | 0.8 | 0.82 | 0.79 | |
| Bi-LSTM2025.12 | 78.9 | 0.84 | 0.77 | 0.79 | 0.76 | |
| 1D CNN2025.12 | 76.2 | 0.81 | 0.74 | 0.76 | 0.72 | |
| Random Forest (RF)2025.12 | 71.5 | 0.75 | 0.69 | 0.72 | 0.66 |