Table 8.
Model | ||||||
---|---|---|---|---|---|---|
PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | |
Bicubic | 24.990 | 0.8404 | 24.042 | 0.7994 | 23.163 | 0.7620 |
SRCNN | 38.503 | 0.9814 | 33.622 | 0.9530 | 30.844 | 0.9262 |
FSRCNN | 38.688 | 0.9818 | 34.025 | 0.9544 | 31.157 | 0.9280 |
VDSR | 40.656 | 0.9841 | 35.773 | 0.9612 | 31.966 | 0.9375 |
DRRN | 40.352 | 0.9839 | 35.858 | 0.9615 | 32.858 | 0.9408 |
EDSR | 40.975 | 0.9845 | 36.455 | 0.9628 | 33.569 | 0.9436 |
MDSR | 41.030 | 0.9846 | 36.456 | 0.9627 | 33.472 | 0.9430 |
RDN | 41.159 | 0.9848 | 36.792 | 0.9638 | 33.882 | 0.9453 |
RCAN | 41.222 | 0.9849 | 36.887 | 0.9641 | 34.198 | 0.9463 |
IDMAN (ours) | 41.319 | 0.9850 | 36.981 | 0.9644 | 34.253 | 0.9465 |