Seizure Forecasting on MSSM Intracranial EEG Dataset
100Sensitivity (%)STAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| STANPatient=TP2025.11 | 100 | 0 | |
| STANPatient=IP2025.11 | 96.3 | 0 | |
| STANPatient=PS2025.11 | 95 | 0.15 | |
| TransformerPatient=TP2025.11 | 94.5 | 0.142 | |
| STANPatient=Avg2025.11 | 94.2 | 0.063 | |
| TransformerPatient=IP2025.11 | 92.1 | 0.098 | |
| BFB+SVMPatient=TP2025.11 | 91.2 | 0.376 | |
| TransformerPatient=Avg2025.11 | 90.4 | 0.148 | |
| TransformerPatient=PS2025.11 | 89.7 | 0.165 | |
| STS-HGCNPatient=TP2025.11 | 89.1 | 0.106 | |
| STS-HGCNPatient=PS2025.11 | 87.1 | 0.211 | |
| BFB+SVMPatient=IP2025.11 | 85.9 | 0.092 | |
| STANPatient=ZF2025.11 | 85.6 | 0.102 | |
| TransformerPatient=ZF2025.11 | 85.3 | 0.187 | |
| STS-HGCNPatient=Avg2025.11 | 85.3 | 0.152 | |
| STS-HGCNPatient=IP2025.11 | 83.7 | 0.172 | |
| BFB+SVMPatient=PS2025.11 | 83.2 | 0.129 | |
| BFB+SVMPatient=Avg2025.11 | 81.8 | 0.262 | |
| STS-HGCNPatient=ZF2025.11 | 81.1 | 0.118 | |
| BFB+SVMPatient=ZF2025.11 | 66.8 | 0.452 |