iEEG Signal Classification on FNUSA
91.21Mean AUCSPOTR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPOTRsetting=Full fine-tuning2026.06 | 91.21 | 0.81 | |
| MOMENTsetting=Full fine-tuning2026.06 | 89.11 | 0.01 | |
| LaBraMsetting=Full fine-tuning2026.06 | 87.71 | 1.58 | |
| SPOTRApplicable scope=Physiological signals, Evaluation protocol=Linear Probing2026.06 | 87.52 | 0.16 | |
| CSBrainsetting=Full fine-tuning2026.06 | 87.22 | 9.56 | |
| CBraModsetting=Full fine-tuning2026.06 | 87.08 | 2.23 | |
| LaBraMApplicable scope=EEG/iEEG-only, Evaluation protocol=Linear Probing2026.06 | 69.32 | 5.78 | |
| CBraModApplicable scope=EEG/iEEG-only, Evaluation protocol=Linear Probing2026.06 | 62.83 | 4.16 | |
| CSBrainApplicable scope=EEG/iEEG-only, Evaluation protocol=Linear Probing2026.06 | 55.91 | 0.64 | |
| MOMENTApplicable scope=Time-series, Evaluation protocol=Linear Probing2026.06 | 50.02 | 2.83 |