fMRI-to-image visual decoding on Natural Scenes Dataset (NSD) Subject 1
0.262Pixel Correlation (PixCorr)MindTuner
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MindTunerVenue=AAAI’252026.03 | 0.262 | 0.422 | 90.6 | 94.9 | 85.8 | 84.6 | 0.774 | 0.433 | 94.2 | 87.4 | |
| DualaVenue=-2026.03 | 0.253 | 0.418 | 90.81 | 95.29 | 86.62 | 85.11 | 0.768 | 0.433 | 94.77 | 91.22 | |
| MindEye2Venue=ICML’242026.03 | 0.235 | 0.428 | 88.02 | 93.33 | 83.56 | 81.76 | 0.798 | 0.459 | 93.96 | 77.63 | |
| MindAlignerVenue=ICML’252026.03 | 0.226 | 0.415 | 88.19 | 93.26 | 83.48 | 81.76 | 0.8 | 0.459 | 90.9 | 86.88 |