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benchmark.md

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Benchmark

  • 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