ResearchBenchmarksBinary Classification on General Hospital of Thessaloniki EEG dataset 88 subjectsBinary Classification on General Hospital of Thessaloniki EEG dataset 88 subjectsFollow93.5AccuracySVM65.9473.09580.2587.405Jul 4, 2025Evaluation resultsMethodMethodLinksAccuracyRecallF1 ScoreSVMEvaluation Protocol=Fr...Evaluation Protocol=Frozen evaluation2025.0793.590—EEG-VJEPAEvaluation Protocol=Fi...Evaluation Protocol=Fine-tuning, Model Configuration=ViT-M/4 × 30 × 42025.0783.3483.783.48EEG-VJEPAEvaluation Protocol=Fr...Evaluation Protocol=Frozen evaluation, Model Configuration=ViT-M/4 × 30 × 42025.076754.6653.21