T1-weighted 3D MRI Reconstruction on NCANDA (test)
28.89PSNRNeuroQuant
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NeuroQuantf (spatial compression ratio)=16x, joint training=true2026.04 | 28.89 | 95.27 | 79.09 | 95.25 | |
| NeuroQuantf (spatial compression ratio)=16x, joint training=false2026.04 | 28.51 | 94.89 | 78.57 | 94.83 | |
| MedVAEf (spatial compression ratio)=8x2026.04 | 28.26 | 94.38 | 78.12 | 94.83 | |
| MediTokf (spatial compression ratio)=16x2026.04 | 28.03 | 94.11 | 77.78 | 93.88 | |
| SD-VAEf (spatial compression ratio)=8x2026.04 | 27.48 | 92.72 | 77.14 | 92.51 | |
| VQGANf (spatial compression ratio)=8x2026.04 | 26.09 | 90.77 | 76.23 | 90.08 |