Table 1.
Image quality
Model | NCE CME | NCE NGE |
---|---|---|
MSE | ||
UNet-Baseline | 7958 [6978, 9263] | 7813 [7046, 9796] |
UNet-Phase | 8401 [7657, 11458] | 8484 [7921, 10862] |
Pix2Pix | 8374 [7190, 9713] | 8011 [6390, 10172] |
CycleGAN | 9612 [8102, 12031] | 9218 [8194, 11655] |
pSNR | ||
UNet-Baseline | 57.32 [55.85, 57.83] | 57.40 [5.46, 57.81] |
UNet-Phase | 57.09 [55.12, 57.45] | 57.04 [55.62, 57.35] |
Pix2Pix | 57.10 [56.58, 57.67] | 57.29 [55.93, 58.09] |
CycleGAN | 56.50 [55.24, 57.14] | 56.68 [55.37, 57.14] |
SSIM | ||
UNet-Baseline | 0.9946 [0.9933, 0.9957] | 0.9949 [0.9926, 0.9961] |
UNet-Phase | 0.9943 [0.9920, 0.9958] | 0.9936 [0.9904, 0.9941] |
Pix2Pix | 0.9937 [0.9924, 0.9953] | 0.9941 [0.9921, 0.9958] |
CycleGAN | 0.9940 [0.9928, 0.9965] | 0.9940 [0.9918, 0.9957] |
Data format: median [95% CI]