Super-Resolution on Urban100 (PSNR, SSIM, LPIPS, LPIPS-VGG, DISTS, NIQE, NRQM, PI, LR-PSNR)
26.279PSNRPDASR
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PDASRTraining Dataset=DIV2K2024.02 | 26.279 | 0.785 | 0.123 | 0.223 | 0.102 | 4.012 | 6.54 | 3.75 | 50.9 | |
| SROOETraining Dataset=DIV2K2024.02 | 25.939 | 0.779 | 0.108 | 0.199 | 0.085 | 3.906 | 6.552 | 3.695 | 48.57 | |
| WGSRTraining Dataset=DF2K, SWT Decomposition Levels=1-lvl2024.02 | 25.779 | 0.781 | 0.135 | 0.243 | 0.108 | 3.526 | 6.827 | 3.266 | 48.25 | |
| DualFormerTraining Dataset=DIV2K2024.02 | 25.686 | 0.773 | 0.115 | 0.2 | 0.085 | 4.148 | 6.518 | 3.831 | 41.367 | |
| FxSRTraining Dataset=DIV2K2024.02 | 25.668 | 0.772 | 0.109 | 0.204 | 0.087 | 3.801 | 6.608 | 3.603 | 48.31 | |
| SRFlow-DATraining Dataset=DF2K2024.02 | 25.632 | 0.763 | 0.129 | 0.241 | 0.115 | 4.361 | 6.479 | 3.918 | 49.79 | |
| WGSRTraining Dataset=DIV2K, SWT Decomposition Levels=2-lvl2024.02 | 25.606 | 0.777 | 0.135 | 0.243 | 0.101 | 3.326 | 7.406 | 3.112 | 48.125 | |
| LDLTraining Dataset=DIV2K2024.02 | 25.491 | 0.767 | 0.11 | 0.197 | 0.082 | 3.777 | 6.582 | 3.617 | 44.57 | |
| SPSRTraining Dataset=DIV2K2024.02 | 24.795 | 0.747 | 0.119 | 0.216 | 0.085 | 3.686 | 6.631 | 3.549 | 40.42 | |
| ESRGAN-FSTraining Dataset=DF2K2024.02 | 24.556 | 0.743 | 0.124 | 0.222 | 0.09 | 3.803 | 6.652 | 3.59 | 40.17 | |
| RankSRGANTraining Dataset=DIV2K2024.02 | 24.121 | 0.719 | 0.143 | 0.249 | 0.106 | 3.712 | 6.756 | 3.278 | 36.39 | |
| ESRGAN+Training Dataset=DIV2K2024.02 | 23.235 | 0.707 | 0.143 | 0.248 | 0.104 | 3.639 | 6.571 | 3.562 | 39.2 |