fMRI-to-image reconstruction on BOLD5000 (test)
24.42Pixel Correlation (PixCorr)PRISM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PRISMBackbone=SDXL2025.10 | 24.42 | 56 | 59.09 | 78.81 | 68.81 | |
| PRISMBackbone=Stable Diffusion 2.12025.10 | 23.15 | 53.41 | 61.98 | 77.2 | 66.01 | |
| Mindeye2Backbone=SDXL2025.10 | 23.1 | 51.85 | 61.86 | 75.03 | 65.56 | |
| Mindeye2Backbone=Stable Diffusion 2.12025.10 | 22.65 | 51.64 | 64.16 | 76 | 64.28 | |
| MindvisBackbone=Stable Diffusion 2.12025.10 | 21.22 | 49.44 | 64.63 | 77.2 | 57.01 | |
| NeuralDiffuserBackbone=Stable Diffusion 2.12025.10 | 20.36 | 40.05 | 68.99 | 76.09 | 65.22 | |
| Mindeye1Backbone=Stable Diffusion 2.12025.10 | 19.42 | 48.38 | 69.13 | 72.88 | 62.22 | |
| TakagiBackbone=Stable Diffusion 2.12025.10 | 18.15 | 44.18 | 75.58 | 69.9 | 56.67 | |
| MindBridgeBackbone=Stable Diffusion 2.12025.10 | 15.22 | 30.05 | 65.35 | 74.31 | 62 |