fMRI-to-Image Decoding on Natural Scenes Dataset (NSD) Subject 2
0.236Pixel CorrelationDuala
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DualaVenue=-2026.03 | 0.236 | 0.428 | 89.21 | 94.35 | 85.35 | 83.74 | 0.778 | 0.443 | 94.64 | 91.47 | — | — | |
| MindTunerVenue=AAAI’252026.03 | 0.225 | 0.425 | 89.1 | 95.1 | 84.8 | 83.7 | 0.781 | 0.44 | 93.7 | 82.8 | — | — | |
| MindAlignerVenue=ICML’252026.03 | 0.218 | 0.426 | 88.08 | 93.33 | 82.47 | 81.62 | 0.791 | 0.452 | 90.04 | 85.61 | — | — | |
| MindEye2Venue=ICML’242026.03 | 0.2 | 0.433 | 85 | 92.13 | 81.86 | 79.89 | 0.807 | 0.454 | 90.53 | 67.18 | — | — | |
| BrainCoDec-200in-context images=2002026.04 | — | — | — | — | — | — | — | — | — | — | 22.9 | 52.4 | |
| MindEye2anatomical alignment=true2026.04 | — | — | — | — | — | — | — | — | — | — | 3.82 | 10.7 | |
| TGBD2026.04 | — | — | — | — | — | — | — | — | — | — | 0.56 | 2.33 |