方法 | 倍率 | Set5 | Urban100 | BSD100 | Sun-Hays80 | Manga109 | |||||
PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | ||
Bicubic | ×2 | 33.191 | 0.886 | 31.274 | 0.799 | 32.197 | 0.807 | 33.664 | 0.879 | 33.987 | 0.901 |
EDSR | 33.745 | 0.875 | 31.369 | 0.780 | 32.785 | 0.827 | 34.722 | 0.899+ | 33.589 | 0.772 | |
MDSR | 34.185 | 0.893 | 31.514 | 0.792* | 32.909 | 0.834* | 34.873 | 0.905* | 34.142 | 0.805 | |
SRGAN | 33.863 | 0.878 | 31.391 | 0.780 | 32.805 | 0.828 | 34.752 | 0.899+ | 33.709 | 0.777 | |
ours | 34.196 | 0.890 | 31.523 | 0.792* | 32.918 | 0.834* | 34.886 | 0.905* | 34.175 | 0.798 | |
Bicubic | ×3 | 31.785 | 0.793 | 30.574 | 0.645 | 31.240 | 0.661 | 32.352 | 0.762 | 32.574 | 0.771 |
EDSR | 32.672 | 0.827 | 31.082 | 0.700 | 32.080 | 0.728* | 33.572 | 0.826 | 32.388 | 0.679 | |
MDSR | 32.917 | 0.839 | 31.220 | 0.711 | 32.169 | 0.734 | 33.661 | 0.832 | 32.674 | 0.705 | |
SRGAN | 32.576 | 0.824 | 31.060 | 0.699 | 32.048 | 0.728* | 33.527 | 0.825 | 32.278 | 0.680 | |
ours | 33.047 | 0.842 | 31.289 | 0.716 | 32.227 | 0.738 | 33.732 | 0.835 | 32.878 | 0.718 | |
Bicubic | ×4 | 30.855 | 0.677 | 29.991 | 0.509 | 30.610 | 0.555 | 31.540 | 0.658 | 31.962 | 0.693 |
EDSR | 31.182 | 0.718 | 30.131 | 0.573 | 31.062 | 0.624 | 32.226 | 0.727 | 31.466 | 0.613 | |
MDSR | 31.379 | 0.732 | 30.216 | 0.582 | 31.140 | 0.631 | 32.309 | 0.734 | 31.736 | 0.637 | |
SRGAN | 31.119 | 0.714 | 30.103 | 0.570 | 31.042 | 0.621 | 32.201 | 0.725 | 31.397 | 0.606 | |
ours | 31.493 | 0.736 | 30.252 | 0.585 | 31.186 | 0.634 | 32.363 | 0.737 | 31.855 | 0.638 |