EEGMMI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Motor Imagery Decoding | EEGMMI (Leave-One-Subject-Out) | Accuracy72.3 | 6 | |
| Unauthorized Target Routing | EEGMMI (provided split) | Clean Coverage49.9 | 5 | |
| Motor Imagery Decoding | EEGMMI (pooled-subject K-fold cross-validation) | Accuracy76.1 | 5 | |
| Non-oracle Confirmation Proxy Audit | EEGMMI Exp9 (independent confirmation windows) | C3 Residual9.1 | 2 | |
| C3 Robustness Audit (Defense Stress) | EEGMMI Stress (matched clean-burden C3 cases) | White-Box Score59 | 1 | |
| C3 Robustness Audit (Preprocessing Stress) | EEGMMI native source-not-target Exp10 | Smooth9 Score88.3 | 1 | |
| C3 Agreement Risk Audit | EEGMMI native (source-window) | Agreement (Provenance Route)100 | 1 | |
| C2 Route Safety Audit | EEGMMI native-command (untrusted) | Provenance Route0 | 1 | |
| Transcript/Live-router Bridge Coverage Audit | EEGMMI Public transcript live-router bridge (seed-level decoded-label) | Metric- | 0 |
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