Resolution Enhancement on MRI Scans T1w (Binned LPIPS)
0.026LPIPS (1.0–1.5 mm3)CAHAL
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CAHALBackbone=RadNet, Framework Type=Residual, Reconstruction Space=native space2026.04 | 0.026 | 0.031 | 0.048 | 0.051 | 0.064 | 0.075 | 0.082 | 0.058 | |
| Reference (Input)Backbone=RadNet2026.04 | 0.105 | 0.125 | 0.159 | 0.169 | 0.196 | 0.206 | 0.234 | 0.181 | |
| REMIXBackbone=RadNet, Framework Type=Residual, Reconstruction Space=MNI space2026.04 | 0.116 | 0.132 | 0.175 | 0.207 | 0.233 | 0.249 | 0.252 | 0.208 | |
| SuperSynthBackbone=RadNet, Framework Type=Generative2026.04 | 0.156 | 0.156 | 0.165 | 0.169 | 0.179 | 0.182 | 0.19 | 0.174 | |
| SynthSRBackbone=RadNet, Framework Type=Generative2026.04 | 0.268 | 0.263 | 0.264 | 0.264 | 0.267 | 0.267 | 0.268 | 0.266 |