Table 3.
Model | SSIM | pSNR (dB) | VIF |
---|---|---|---|
ResoNNance 2.0 | 0.941 ± 0.029 | 35.7 ± 1.8 | 0.957 ± 0.034 |
The Enchanted 2.0 | 0.937 ± 0.033 | 34.9 ± 2.4 | 0.973 ± 0.036 |
ResoNNance 1.0 | 0.936 ± 0.031 | 35.3 ± 1.8 | 0.960 ± 0.035 |
The-Enchanted 1.0 | 0.912 ± 0.034 | 30.3 ± 2.8 | 0.993 ± 0.176 |
TUMRI | 0.868 ± 0.044 | 32.5 ± 1.7 | 0.989 ± 0.045 |
WW-net* | 0.870 ± 0.043 | 32.5 ± 1.7 | 0.929 ± 0.049 |
Hybrid-cascade* | 0.860 ± 0.044 | 32.7 ± 1.6 | 0.954 ± 0.042 |
M-L UNICAMP | 0.868 ± 0.044 | 32.4 ± 1.7 | 0.918 ± 0.053 |
U-Net* | 0.779 ± 0.039 | 26.8 ± 1.7 | 0.642 ± 0.068 |
Zero-filled* | 0.726 ± 0.045 | 25.2 ± 1.5 | 0.518 ± 0.066 |
The best value for each metric and acceleration is emboldened. Mean ± standard deviation are reported.
indicates a baseline model.