fMRI-to-Image Reconstruction on NSD new (test)
32.6Pixel CorrelationMindHier
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MindHierAuxiliary low-level feature usage=true2025.10 | 32.6 | 46.1 | 93.1 | 98 | 95.9 | 95.4 | 61.3 | 34.5 | 2.64 | |
| MindEye2Auxiliary low-level feature usage=true2025.10 | 32.2 | 43.1 | 96.1 | 98.6 | 95.4 | 93 | 61.9 | 34.4 | 12.14 | |
| MindTunerAuxiliary low-level feature usage=true2025.10 | 32.2 | 42.1 | 95.8 | 98.8 | 95.6 | 93.8 | 61.2 | 34 | — | |
| MindEye1Auxiliary low-level feature usage=true2025.10 | 31.9 | 36 | 92.8 | 96.9 | 94.6 | 93.3 | 64.8 | 37.7 | 12.29 | |
| BrainDiffuserAuxiliary low-level feature usage=true2025.10 | 27.3 | 36.5 | 94.4 | 96.6 | 91.3 | 90.9 | 72.8 | 42.1 | 4.87 | |
| Wills AlignerAuxiliary low-level feature usage=false2025.10 | 27.1 | 32.8 | 95.8 | 98 | 94.3 | 94.8 | 64.9 | 37.3 | — | |
| Takagi et al.Auxiliary low-level feature usage=false2025.10 | 24.6 | 41 | 78.9 | 85.6 | 83.8 | 82.1 | 81.1 | 50.4 | 15.08 | |
| MindHierAuxiliary low-level feature usage=false2025.10 | 23.5 | 38.1 | 94 | 98.4 | 95.9 | 96.4 | 60.6 | 32.9 | 2.64 | |
| NeuroPictorAuxiliary low-level feature usage=true2025.10 | 22.9 | 37.5 | 96.5 | 98.4 | 94.5 | 93.3 | 63.9 | 35 | 8.68 | |
| MindBridgeAuxiliary low-level feature usage=false2025.10 | 15.1 | 26.3 | 87.7 | 95.5 | 92.4 | 94.7 | 71.2 | 41.8 | 15.98 |