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Performance of GAN models with different pixel consistency loss settings.
| Model | LPIPS | FID |
|---|---|---|
| sRD-GAN | ||
| Adaptive | 0.1254 | 38.9390 |
| Constant = 10 | 0.1265 | 62.2360 |
| Constant = 20 | 0.1186 | 43.3440 |
| Constant = 30 | 0.0825 | 37.7170 |
| CycleGAN | ||
| Adaptive | 0.2862 | 116.8220 |
| Constant = 10 | 0.2776 | 125.7760 |
| Constant = 20 | 0.2553 | 79.0550 |
| Constant = 30 | 0.1973 | 63.4590 |
| GAN | ||
| Adaptive | 0.2244 | 110.0560 |
| Constant = 10 | 0.2132 | 89.7050 |
| Constant = 20 | 0.1879 | 91.8460 |
| Constant = 30 | 0.2072 | 94.6160 |
