- The evaluation metric is PSNR.
- "+" indicates the result of self-ensemble.
Method | Scale | Set5 | Set14 | BSD100 | Urban100 | Manga109 | Training |
---|---|---|---|---|---|---|---|
VDSR | x 4 | 31.860 | 28.424 | 27.431 | 25.729 | 29.973 | DF2K |
VDSR+ | x 4 | 31.950 | 28.491 | 27.471 | 25.809 | 30.182 | DF2K |
EDSR | x 4 | 32.640 | 28.913 | 27.785 | 26.801 | 31.318 | DF2K |
EDSR+ | x 4 | 32.715 | 28.994 | 27.845 | 26.989 | 31.637 | DF2K |
RCAN | x 4 | 32.602 | 28.825 | 27.739 | 26.736 | 31.127 | DIV2K |
RCAN+ | x 4 | 32.702 | 28.940 | 27.821 | 27.020 | 31.563 | DIV2K |
HAN | x 4 | 32.567 | 28.864 | 27.771 | 26.767 | 31.364 | DIV2K |
HAN+ | x 4 | 32.689 | 28.940 | 27.820 | 26.935 | 31.687 | DIV2K |
SwinIR | x 4 | 32.894 | 29.066 | 27.912 | 27.448 | 31.947 | DF2K |
SwinIR+ | x 4 | 32.899 | 29.117 | 27.942 | 27.564 | 32.147 | DF2K |
HAT | x 4 | 32.960 | 29.206 | 27.974 | 27.953 | 32.409 | DF2K |
HAT+ | x 4 | 33.075 | 29.253 | 28.015 | 28.087 | 32.600 | DF2K |
Method | Scale | Set5 | Set14 | BSD100 | Urban100 | Manga109 | Training |
---|---|---|---|---|---|---|---|
VDSR | x 3 | 34.124 | 30.155 | 28.990 | 27.806 | 33.109 | DF2K |
VDSR+ | x 3 | 34.227 | 30.217 | 29.029 | 27.896 | 33.353 | DF2K |
EDSR | x 3 | 34.733 | 30.633 | 29.315 | 29.015 | 34.491 | DF2K |
EDSR+ | x 3 | 34.796 | 30.752 | 29.369 | 29.206 | 34.754 | DF2K |
RCAN | x 3 | 34.707 | 30.600 | 29.297 | 29.005 | 34.340 | DIV2K |
RCAN+ | x 3 | 34.803 | 30.703 | 29.362 | 29.229 | 34.658 | DIV2K |
HAN | x 3 | 34.707 | 30.610 | 29.299 | 29.020 | 34.368 | DIV2K |
HAN+ | x 3 | 34.802 | 30.708 | 29.367 | 29.240 | 34.676 | DIV2K |
SwinIR | x 3 | 34.890 | 30.905 | 29.457 | 29.755 | 35.029 | DF2K |
SwinIR+ | x 3 | 34.971 | 30.960 | 29.479 | 29.887 | 35.166 | DF2K |
HAT | x 3 | 34.990 | 31.042 | 29.522 | 30.227 | 35.444 | DF2K |
HAT+ | x 3 | 35.070 | 31.092 | 29.550 | 30.326 | 35.571 | DF2K |
Method | Scale | Set5 | Set14 | BSD100 | Urban100 | Manga109 | Training |
---|---|---|---|---|---|---|---|
VDSR | x 2 | 37.819 | 33.447 | 32.102 | 31.725 | 38.308 | DF2K |
VDSR+ | x 2 | 37.891 | 33.528 | 32.142 | 31.836 | 38.544 | DF2K |
EDSR | x 2 | 38.177 | 34.139 | 32.396 | 33.168 | 39.407 | DF2K |
EDSR+ | x 2 | 38.217 | 34.278 | 32.436 | 33.331 | 39.583 | DF2K |
RCAN | x 2 | 38.167 | 34.080 | 32.376 | 33.160 | 39.310 | DIV2K |
RCAN+ | x 2 | 38.222 | 34.155 | 32.419 | 33.388 | 39.474 | DIV2K |
HAN | x 2 | 38.153 | 34.092 | 32.370 | 33.152 | 39.307 | DIV2K |
HAN+ | x 2 | 38.210 | 34.164 | 32.417 | 33.383 | 39.479 | DIV2K |
SwinIR | x 2 | 38.292 | 34.371 | 32.515 | 33.788 | 39.773 | DF2K |
SwinIR+ | x 2 | 38.366 | 34.525 | 32.542 | 33.936 | 39.861 | DF2K |
HAT | x 2 | 38.471 | 34.798 | 32.590 | 34.401 | 40.102 | DF2K |
HAT+ | x 2 | 38.523 | 34.765 | 32.624 | 34.525 | 40.196 | DF2K |