Super-resolution on BraTS (val)
37.87PSNR (dB)MedVAE-AE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedVAE-AEType=Upper-bound oracle, Mechanism=Encode then decode with no diffusion2026.04 | 37.87 | 100 | 0.014 | |
| BicubicSplit=Validation (n=700)2026.04 | 29.91 | 98 | 0.218 | |
| SwinIRSplit=Validation (n=700)2026.04 | 28.38 | 97.4 | 0.077 | |
| ESRGANSplit=Validation (n=700)2026.04 | 27.45 | 96.2 | 0.098 | |
| MedVAE SRSplit=Validation (n=700)2026.04 | 26.42 | 93.6 | 0.088 | |
| SD-VAE SRSplit=Validation (n=700)2026.04 | 23.51 | 87.1 | 0.097 |