iEEG Signal Classification on Mayo
89.69Mean AUCMOMENT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MOMENTsetting=Full fine-tuning2026.06 | 89.69 | 0.03 | |
| SPOTRsetting=Full fine-tuning2026.06 | 89.28 | 1.32 | |
| SPOTRApplicable scope=Physiological signals, Evaluation protocol=Linear Probing2026.06 | 88.92 | 0.06 | |
| CBraModsetting=Full fine-tuning2026.06 | 88.17 | 1.79 | |
| CSBrainsetting=Full fine-tuning2026.06 | 87.63 | 1.51 | |
| LaBraMsetting=Full fine-tuning2026.06 | 86.2 | 1.23 | |
| LaBraMApplicable scope=EEG/iEEG-only, Evaluation protocol=Linear Probing2026.06 | 63.69 | 4.6 | |
| CSBrainApplicable scope=EEG/iEEG-only, Evaluation protocol=Linear Probing2026.06 | 59.64 | 2.67 | |
| MOMENTApplicable scope=Time-series, Evaluation protocol=Linear Probing2026.06 | 50.46 | 3.29 | |
| CBraModApplicable scope=EEG/iEEG-only, Evaluation protocol=Linear Probing2026.06 | 46.65 | 17.67 |