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

-

-

-

-