Seizure Detection on SIENA subject-independent (test)
86.55Balanced AccuracySpecMoE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SpecMoEModel Category=Foundation Models, # Params=4.3 M2026.03 | 86.55 | 99.06 | 91.48 | |
| CSBrainModel Category=Foundation Models, # Params=41.7 M2026.03 | 76.62 | 48.71 | 90.76 | |
| EEGConfModel Category=Task-Specific Models2026.03 | 75.56 | 20.91 | 81.59 | |
| EEGNetModel Category=Task-Specific Models2026.03 | 74.87 | 37.53 | 86.87 | |
| CBramodModel Category=Foundation Models, # Params=37.7 M2026.03 | 73.17 | 41.07 | 90.38 | |
| LaBraMModel Category=Foundation Models, # Params=5.8 M2026.03 | 70.82 | 31.22 | 88.14 | |
| FFCLModel Category=Task-Specific Models2026.03 | 66.16 | 39.38 | 81.54 |