Task-based fMRI prediction on Hariri emotion task UKB
97.85Balanced AccuracyBrain-Semantoks
Evaluation Results
| Method | Links | |
|---|---|---|
| Brain-SemantoksEvaluation Protocol=Finetuning, Patch Construction Strategy=2 Blocks (Cont.)2025.12 | 97.85 | |
| Brain-SemantoksEvaluation Protocol=Finetuning, Patch Construction Strategy=2 Blocks (Cat.)2025.12 | 97.7 | |
| Brain-SemantoksEvaluation Protocol=Finetuning, Patch Construction Strategy=1 Block (Pad)2025.12 | 96.89 | |
| Brain-SemantoksEvaluation Protocol=Linear Probing, Patch Construction Strategy=2 Blocks (Cat.)2025.12 | 96.5 | |
| Brain-JEPAEvaluation Protocol=Finetuning, Patch Construction Strategy=2 Blocks (Cat.)2025.12 | 94.71 | |
| Brain-SemantoksEvaluation Protocol=Linear Probing, Patch Construction Strategy=2 Blocks (Cont.)2025.12 | 94.34 | |
| Brain-SemantoksEvaluation Protocol=Linear Probing, Patch Construction Strategy=1 Block (Pad)2025.12 | 93.84 | |
| Brain-JEPAEvaluation Protocol=Finetuning, Patch Construction Strategy=2 Blocks (Cont.)2025.12 | 92.33 | |
| Brain-JEPAEvaluation Protocol=Finetuning, Patch Construction Strategy=1 Block (Pad)2025.12 | 91.04 | |
| Brain-JEPAEvaluation Protocol=Linear Probing, Patch Construction Strategy=2 Blocks (Cont.)2025.12 | 82.29 | |
| Brain-JEPAEvaluation Protocol=Linear Probing, Patch Construction Strategy=1 Block (Pad)2025.12 | 81.45 | |
| Brain-JEPAEvaluation Protocol=Linear Probing, Patch Construction Strategy=2 Blocks (Cat.)2025.12 | 81.06 |