benchmarks
critique
bearish
Dataset identity is readily decoded from frozen EEG embeddings (AUROC 1.000 at PCA-50), whereas diagnosis decoding achieves only 0.528 AUROC, suggesting models memorize dataset artifacts rather than clinical signals
Neural and Evolutionary Computing01 Aug 2026