fMRI-to-image reconstruction on NSD
30.9PixCorrMindEye1
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MindEye12025.09 | 30.9 | — | 94.7 | 97.8 | 93.8 | 94.1 | 64.5 | 36.7 | 32.3 | |
| DREAM2025.09 | 27.4 | — | 93.9 | 96.7 | 93.4 | 94.1 | 64.5 | 41.8 | 32.8 | |
| Brain Diffuser2025.09 | 25.4 | — | 94.2 | 96.2 | 87.2 | 91.5 | 77.5 | 42.3 | 35.6 | |
| MindFormervariant=s2025.09 | 24.1 | — | 93.5 | 97.5 | 93.5 | 93.6 | 65.9 | 35.6 | 35.2 | |
| PictorialCortexEvaluation Protocol=Zero-shot cross-subject2026.01 | 15.8 | 0.655 | 82.9 | 85.7 | 77.1 | 77.5 | 85.4 | 50 | — | |
| Cortex2Image2025.09 | 15 | — | — | — | — | — | 86.2 | 46.5 | 32.5 | |
| MindBridgevariant=s2025.09 | 14.8 | — | 86.9 | 95.3 | 92.2 | 94.3 | 71.3 | 41.3 | 25.9 | |
| NeuroAdapter2025.09 | 12.4 | — | 84.54 | 93.48 | 90.79 | 90.97 | 71.6 | 40.8 | 30.7 | |
| Baseline2025.09 | 11.7 | — | 80.98 | 89.05 | 74.62 | 80.16 | 87.2 | 51.8 | 24.2 | |
| Takagi et al.2025.09 | — | — | 83 | 83 | 76 | 77 | — | — | — |