Seizure Forecasting on CHB-MIT Scalp EEG
100Sensitivity (Sn)CNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CNNPatient=chb012025.11 | 100 | 0.029 | |
| CNN+LSTMPatient=chb012025.11 | 100 | 0 | |
| TransformerPatient=chb012025.11 | 100 | 0.116 | |
| STS-HGCNPatient=chb012025.11 | 100 | 0.072 | |
| STANPatient=chb012025.11 | 100 | 0 | |
| CNNPatient=chb052025.11 | 100 | 0.209 | |
| STANPatient=chb052025.11 | 100 | 0 | |
| STS-HGCNPatient=chb062025.11 | 100 | 0.081 | |
| STANPatient=chb062025.11 | 100 | 0 | |
| CNNPatient=chb082025.11 | 100 | 0.087 | |
| CNN+LSTMPatient=chb082025.11 | 100 | 0 | |
| TransformerPatient=chb082025.11 | 100 | 0.174 | |
| STS-HGCNPatient=chb082025.11 | 100 | 0.067 | |
| STANPatient=chb082025.11 | 100 | 0 | |
| CNNPatient=chb142025.11 | 100 | 0.417 | |
| CNN+LSTMPatient=chb142025.11 | 100 | 0.104 | |
| TransformerPatient=chb142025.11 | 100 | 0.313 | |
| CNNPatient=chb222025.11 | 100 | 0.435 | |
| CNN+LSTMPatient=chb222025.11 | 100 | 0 | |
| TransformerPatient=chb222025.11 | 100 | 0.261 | |
| STANPatient=chb222025.11 | 100 | 0.03 | |
| STANPatient=chb142025.11 | 97.5 | 0.017 | |
| STANPatient=Avg2025.11 | 96.6 | 0.011 | |
| STS-HGCNPatient=chb142025.11 | 96 | 0.078 | |
| STS-HGCNPatient=Avg2025.11 | 95.8 | 0.085 | |
| STS-HGCNPatient=chb052025.11 | 95 | 0.095 | |
| CNNPatient=Avg2025.11 | 94.3 | 0.258 | |
| STS-HGCNPatient=chb132025.11 | 92.9 | 0.091 | |
| BFB+SVMPatient=chb082025.11 | 92.3 | 0.482 | |
| CNN+LSTMPatient=Avg2025.11 | 91.8 | 0.169 | |
| STS-HGCNPatient=chb102025.11 | 91.7 | 0.122 | |
| STS-HGCNPatient=chb222025.11 | 91 | 0.074 | |
| TransformerPatient=Avg2025.11 | 89.8 | 0.259 | |
| BFB+SVMPatient=chb012025.11 | 89.2 | 0.413 | |
| BFB+SVMPatient=chb142025.11 | 89.1 | 0.321 | |
| BFB+SVMPatient=chb222025.11 | 88.8 | 0.612 | |
| STANPatient=chb132025.11 | 88.7 | 0.043 | |
| BFB+SVMPatient=chb052025.11 | 87.2 | 0.379 | |
| STANPatient=chb102025.11 | 86.4 | 0 | |
| CNNPatient=chb062025.11 | 85.7 | 0.259 | |
| CNN+LSTMPatient=chb062025.11 | 85.7 | 0.356 | |
| TransformerPatient=chb062025.11 | 85.7 | 0.356 | |
| CNNPatient=chb132025.11 | 85.7 | 0.328 | |
| CNN+LSTMPatient=chb132025.11 | 85.7 | 0.219 | |
| TransformerPatient=chb132025.11 | 85.7 | 0.219 | |
| BFB+SVMPatient=Avg2025.11 | 85.6 | 0.438 | |
| CNNPatient=chb102025.11 | 83.3 | 0.478 | |
| CNN+LSTMPatient=chb102025.11 | 83.3 | 0.41 | |
| BFB+SVMPatient=chb062025.11 | 82.5 | 0.418 | |
| CNN+LSTMPatient=chb052025.11 | 80 | 0.262 | |
| TransformerPatient=chb052025.11 | 80 | 0.157 | |
| BFB+SVMPatient=chb102025.11 | 79.1 | 0.372 | |
| BFB+SVMPatient=chb132025.11 | 76.4 | 0.513 | |
| TransformerPatient=chb102025.11 | 66.7 | 0.478 |