ResearchBenchmarksHealthy anatomy reconstruction on FLAIR MRI Simulated Pathology (test)Healthy anatomy reconstruction on FLAIR MRI Simulated Pathology (test)Follow0.0202L1 Loss (F)UNA0.01970.0230750.026450.029825Jan 23, 2025Evaluation resultsMethodMethodLinksL1 Loss (F)L1 Loss (H)L1 Loss (D)PSNR (F)PSNR (H)PSNR (D)SSIM (F)SSIM (H)SSIM (D)UNABackbone=3D UNetBackbone=3D UNet2025.010.02020.01940.000728.3428.9342.910.9210.9820.996Brain-IDBackbone=3D UNetBackbone=3D UNet2025.010.02850.02420.00119.9820.3238.760.840.8790.907PEPSIBackbone=3D UNetBackbone=3D UNet2025.010.03010.0287—19.8221.59—0.8420.85—SynthSRBackbone=3D UNetBackbone=3D UNet2025.010.03270.030.001619.321.0434.880.8230.8690.895