Table 3 The average SSIM, PSNR and RMSE values according to the number of epochs
Epoch | Structural Similarity Index (SSIM) between output and ground truth | |
|---|---|---|
Generation part only | Whole image | |
0 | – | 0.9434 |
100 | 0.0557 | 0.8552 |
500 | 0.4004 | 0.9086 |
1,000 | 0.8421 | 0.9715 |
1,500 | 0.8603 | 0.9745 |
2,000 | 0.8613 | 0.9747 |
Epoch | Peak signal-to-noise ratio (PSNR) between output and ground truth | |
|---|---|---|
Generation part only | Whole image | |
0 | – | 22.0114 |
100 | 20.4575 | 27.8581 |
500 | 21.8561 | 28.9943 |
1,000 | 23.6109 | 30.5355 |
1,500 | 24.0551 | 30.9155 |
2,000 | 24.3891 | 31.2220 |
Epoch | Root Mean Square Error (RMSE) between output and ground truth | |
|---|---|---|
Generation part only | Whole image | |
0 | – | 20.2287 |
100 | 24.3296 | 10.3563 |
500 | 20.7680 | 9.0974 |
1000 | 17.3119 | 7.7092 |
1500 | 16.3794 | 7.3581 |
2000 | 15.5609 | 7.0198 |