Seizure Onset Zone (SOZ) Detection on SOZ Detection (train A, test B)
90.3AccuracyDL+EKE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DL+EKEAblation=DL+EKE2026.01 | 90.3 | 90.3 | 100 | 94.9 | 90.2 | 3,510 | |
| Knowledge based systemAblation=Knowledge only2026.01 | 83.8 | 89.6 | 92.8 | 91.2 | 78.9 | 136 | |
| Pre-trained ViT smallAblation=DL only2026.01 | 64.5 | 86.9 | 71.4 | 78.4 | 77.2 | 4,512 |