Resolution Enhancement on FLAIR MRI modality
43.391PSNR (1.0–1.5 mm³)CAHAL
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CAHALFramework Category=Residual, Processing Space=native space2026.04 | 43.391 | 40.833 | 39.432 | 37.891 | 36.916 | 36.138 | 34.686 | 38.224 | |
| CAHAL (T1w init.)Framework Category=Residual, Processing Space=native space, Initialization=T1-weighted pretrained weights2026.04 | 39.221 | 39.143 | 38.432 | 37.25 | 36.411 | 35.577 | 33.983 | 37.041 | |
| Reference (Input)2026.04 | 37.448 | 34.624 | 33.399 | 32.473 | 31.877 | 31.114 | 30.209 | 32.799 | |
| SuperSynthFramework Category=Generative2026.04 | 30.013 | 29.727 | 29.444 | 29.225 | 29.08 | 28.79 | 28.327 | 29.19 |