Depth-ResNet深度 | Depth-ResNet数量 | Depth-Block数量 | 参数量 | PSNR (×4 Set5) | SSIM (×4 Set5) |
1 | 8 | 8 | 889,819 | 31.446 | 0.736 |
16 | 16 | 1,480,667 | 31.447 | 0.733 | |
24 | 24 | 2,071,515 | 31.434 | 0.733 | |
32 | 32 | 2,662,363 | 31.425 | 0.731 | |
2 | 8 | 16 | 1,480,667 | 31.438 | 0.733 |
16 | 32 | 2,662,363 | 31.444 | 0.735 | |
24 | 48 | 3,844,059 | 31.422 | 0.733 | |
32 | 64 | 5,025,755 | 31.493 | 0.736 | |
3 | 8 | 24 | 2,071,515 | 31.467 | 0.737 |
16 | 48 | 3,844,059 | 31.392 | 0.730 | |
| 24 | 72 | 5,616,603 | 31.456 | 0.734 |
32 | 96 | 7,389,147 | 31.448 | 0.734 | |
4 | 8 | 32 | 2,662,363 | 31.439 | 0.735 |
16 | 64 | 5,025,755 | 31.450 | 0.733 | |
24 | 96 | 7,389,147 | 31.463 | 0.735 | |
32 | 128 | 9,752,539 | 31.425 | 0.734 | |
5 | 8 | 40 | 3,253,211 | 31.410 | 0.733 |
16 | 80 | 6,207,451 | 31.448 | 0.736 | |
24 | 120 | 9,161,691 | 31.418 | 0.733 | |
32 | - | - | - | - | |
6 | 8 | 48 | 3,844,059 | 31.424 | 0.735 |
16 | 96 | 7,389,147 | 31.475 | 0.735 | |
24 | - | - | - | - | |
32 | - | - | - | - | |
7 | 8 | 56 | 4,434,907 | 31.460 | 0.737 |
16 | 112 | 8,570,843 | 31.443 | 0.736 | |
24 | - | - | - | - | |
32 | - | - | - | - | |
8 | 8 | 64 | 5,025,755 | 31.450 | 0.735 |
16 | 128 | 9,752,539 | 31.437 | 0.735 | |
24 | - | - | - | - | |
32 | - | - | - | - | |
9 | 8 | 72 | 5,616,603 | 31.466 | 0.737 |
16 | - | - | - | - | |
24 | - | - | - | - | |
32 | - | - | - | - | |
10 | 8 | 80 | 6,207,451 | 31.434 | 0.733 |
16 | - | - | - | - | |
24 | - | - | - | - | |
32 | - | - | - | - |