fMRI-to-image reconstruction on NSD (test)
0.3645PixCorrPRISM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PRISMBackbone=SDXL2025.10 | 0.3645 | 0.4983 | 0.5563 | 0.96 | 0.9765 | |
| Mindeye2Backbone=SDXL2025.10 | 0.3471 | 0.4425 | 0.6002 | 0.9599 | 0.9602 | |
| PRISMBackbone=Stable Diffusion 2.12025.10 | 0.3404 | 0.464 | 0.5963 | 0.9467 | 0.9516 | |
| Mindeye2Backbone=Stable Diffusion 2.12025.10 | 0.316 | 0.4447 | 0.6338 | 0.9201 | 0.9308 | |
| Mindeye1Backbone=Stable Diffusion 2.12025.10 | 0.3114 | 0.3868 | 0.6501 | 0.9121 | 0.9198 | |
| NeuralDiffuserBackbone=Stable Diffusion 2.12025.10 | 0.3011 | 0.3348 | 0.6522 | 0.9409 | 0.9487 | |
| MindvisBackbone=Stable Diffusion 2.12025.10 | 0.2736 | 0.3868 | 0.6789 | 0.9 | 0.9135 | |
| TakagiBackbone=Stable Diffusion 2.12025.10 | 0.21 | 0.388 | 0.7665 | 0.8811 | 0.9086 | |
| MindBridgeBackbone=Stable Diffusion 2.12025.10 | 0.1802 | 0.2823 | 0.6977 | 0.9427 | 0.9242 |