方法

倍率

Set5

Urban100

BSD100

Sun-Hays80

Manga109

PSNR

SSIM

PSNR

SSIM

PSNR

SSIM

PSNR

SSIM

PSNR

SSIM

Bicubic

×2

33.191

0.886

31.274

0.799

32.197

0.807

33.664

0.879

33.987

0.901

EDSR

33.745

0.875

31.369

0.780

32.785

0.827

34.722

0.899+

33.589

0.772

MDSR

34.185

0.893

31.514

0.792*

32.909

0.834*

34.873

0.905*

34.142

0.805

SRGAN

33.863

0.878

31.391

0.780

32.805

0.828

34.752

0.899+

33.709

0.777

ours

34.196

0.890

31.523

0.792*

32.918

0.834*

34.886

0.905*

34.175

0.798

Bicubic

×3

31.785

0.793

30.574

0.645

31.240

0.661

32.352

0.762

32.574

0.771

EDSR

32.672

0.827

31.082

0.700

32.080

0.728*

33.572

0.826

32.388

0.679

MDSR

32.917

0.839

31.220

0.711

32.169

0.734

33.661

0.832

32.674

0.705

SRGAN

32.576

0.824

31.060

0.699

32.048

0.728*

33.527

0.825

32.278

0.680

ours

33.047

0.842

31.289

0.716

32.227

0.738

33.732

0.835

32.878

0.718

Bicubic

×4

30.855

0.677

29.991

0.509

30.610

0.555

31.540

0.658

31.962

0.693

EDSR

31.182

0.718

30.131

0.573

31.062

0.624

32.226

0.727

31.466

0.613

MDSR

31.379

0.732

30.216

0.582

31.140

0.631

32.309

0.734

31.736

0.637

SRGAN

31.119

0.714

30.103

0.570

31.042

0.621

32.201

0.725

31.397

0.606

ours

31.493

0.736

30.252

0.585

31.186

0.634

32.363

0.737

31.855

0.638