Super-resolution on MRNet (PSNR, MS-SSIM, LPIPS)
27.85PSNR (dB)MedVAE-AE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedVAE-AEType=Upper-bound oracle, Mechanism=Encode then decode with no diffusion2026.04 | 27.85 | 96.6 | 0.109 | |
| MedVAE SRTask=Refinement (LR=HR=256x256)2026.04 | 25.26 | 93.6 | 0.135 | |
| BicubicTask=Refinement (LR=HR=256x256)2026.04 | 23.79 | 90.6 | 0.541 | |
| ESRGANTask=Refinement (LR=HR=256x256)2026.04 | 23.28 | 89.7 | 0.425 | |
| SwinIRTask=Refinement (LR=HR=256x256)2026.04 | 22.48 | 88.2 | 0.446 | |
| SD-VAE SRTask=Refinement (LR=HR=256x256)2026.04 | 22.34 | 87 | 0.173 |