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ResearchFormerly WizWand

Task-based fMRI prediction on Hariri emotion task UKB

97.85Balanced AccuracyBrain-Semantoks
80.388484.921789.45593.9883Dec 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Brain-SemantoksEvaluation Protocol=Finetuning, Patch Construction Strategy=2 Blocks (Cont.)2025.1297.85
Brain-SemantoksEvaluation Protocol=Finetuning, Patch Construction Strategy=2 Blocks (Cat.)2025.1297.7
Brain-SemantoksEvaluation Protocol=Finetuning, Patch Construction Strategy=1 Block (Pad)2025.1296.89
Brain-SemantoksEvaluation Protocol=Linear Probing, Patch Construction Strategy=2 Blocks (Cat.)2025.1296.5
Brain-JEPAEvaluation Protocol=Finetuning, Patch Construction Strategy=2 Blocks (Cat.)2025.1294.71
Brain-SemantoksEvaluation Protocol=Linear Probing, Patch Construction Strategy=2 Blocks (Cont.)2025.1294.34
Brain-SemantoksEvaluation Protocol=Linear Probing, Patch Construction Strategy=1 Block (Pad)2025.1293.84
Brain-JEPAEvaluation Protocol=Finetuning, Patch Construction Strategy=2 Blocks (Cont.)2025.1292.33
Brain-JEPAEvaluation Protocol=Finetuning, Patch Construction Strategy=1 Block (Pad)2025.1291.04
Brain-JEPAEvaluation Protocol=Linear Probing, Patch Construction Strategy=2 Blocks (Cont.)2025.1282.29
Brain-JEPAEvaluation Protocol=Linear Probing, Patch Construction Strategy=1 Block (Pad)2025.1281.45
Brain-JEPAEvaluation Protocol=Linear Probing, Patch Construction Strategy=2 Blocks (Cat.)2025.1281.06