EEG Clinical Concept Prediction on Curated EEG-EHR Benchmark
83.3AUROC (Features)CLEF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CLEFProtocol=Task probing, Variant=Recon→Align2026.05 | 83.3 | 72.8 | 73.5 | 73.7 | |
| CLEFProtocol=Task probing, Variant=Recon Only2026.05 | 75.4 | 66.2 | 66.9 | 67.1 | |
| NeuroLMProtocol=Task probing2026.05 | 73.7 | 63.5 | 64.5 | 64.6 | |
| REVEProtocol=Task probing2026.05 | 71.2 | 62.2 | 62.2 | 62.8 | |
| LaBraMProtocol=Task probing2026.05 | 68.6 | 62.6 | 62.7 | 63 | |
| CBraModProtocol=Task probing2026.05 | 63.3 | 55.9 | 56.2 | 56.5 | |
| BIOTProtocol=Task probing2026.05 | 60.3 | 55.4 | 55.7 | 55.9 |