fMRI-to-image reconstruction on Natural Scenes Dataset (NSD) 7T fMRI (Subjects 1, 2, 5, 7)
0.322PixCorrMindEye2
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MindEye2Resolution=256x256, Averaged across subjects=1, 2, 5, and 72025.11 | 0.322 | 0.431 | 96.1 | 98.6 | 95.4 | 94.5 | 0.619 | 0.344 | |
| Hi-DREAMResolution=256x256, Averaged across subjects=1, 2, 5, and 72025.11 | 0.316 | 0.407 | 96.8 | 97.4 | 97.2 | 98.3 | 0.541 | 0.342 | |
| PsychometryResolution=256x256, Averaged across subjects=1, 2, 5, and 72025.11 | 0.297 | 0.34 | 96.4 | 98.6 | 95.8 | 96.8 | 0.628 | 0.345 | |
| DREAMResolution=256x256, Averaged across subjects=1, 2, 5, and 72025.11 | 0.274 | 0.328 | 93.9 | 96.7 | 93.4 | 94.1 | 0.645 | 0.418 | |
| Takagi et al.Resolution=256x256, Averaged across subjects=1, 2, 5, and 72025.11 | 0.246 | 0.41 | 78.9 | 85.6 | 83.8 | 82.1 | 0.811 | 0.504 | |
| MindBridgeResolution=256x256, Averaged across subjects=1, 2, 5, and 72025.11 | 0.148 | 0.259 | 86.9 | 95.3 | 92.2 | 94.3 | 0.713 | 0.413 |