Set5 - 4x upscaling
PSNR
SRResNet
Image Super-Resolution
32.05
Set5 - 4x upscaling
PSNR
SRGAN
Image Super-Resolution
29.4
Set5 - 4x upscaling
SSIM
SRResNet
Image Super-Resolution
0.9019
Set5 - 4x upscaling
SSIM
SRGAN
Image Super-Resolution
0.8472
Set5 - 4x upscaling
MOS
SRResNet
Image Super-Resolution
3.37
Set5 - 4x upscaling
MOS
SRGAN
Image Super-Resolution
3.58
Set14 - 4x upscaling
PSNR
SRResNet
Image Super-Resolution
28.49
Set14 - 4x upscaling
PSNR
SRGAN
Image Super-Resolution
26.02
Set14 - 4x upscaling
SSIM
SRResNet
Image Super-Resolution
0.8184
Set14 - 4x upscaling
SSIM
SRGAN
Image Super-Resolution
0.7397
Set14 - 4x upscaling
MOS
SRResNet
Image Super-Resolution
2.98
Set5 - 4x upscaling
PSNR
nearest neighbors
Image Super-Resolution
26.26
Set5 - 4x upscaling
PSNR
bicubic
Image Super-Resolution
28.43
Set5 - 4x upscaling
SSIM
nearest neighbors
Image Super-Resolution
0.7552
Set5 - 4x upscaling
SSIM
bicubic
Image Super-Resolution
0.8211
Set5 - 4x upscaling
MOS
nearest neighbors
Image Super-Resolution
1.28
Set5 - 4x upscaling
MOS
bicubic
Image Super-Resolution
1.97
Set14 - 4x upscaling
PSNR
nearest neighbors
Image Super-Resolution
24.64
Set14 - 4x upscaling
PSNR
bicubic
Image Super-Resolution
25.99
Set14 - 4x upscaling
SSIM
nearest neighbors
Image Super-Resolution
0.71
Set14 - 4x upscaling
SSIM
bicubic
Image Super-Resolution
0.7486
Set14 - 4x upscaling
MOS
nearest neighbors
Image Super-Resolution
1.2
Set14 - 4x upscaling
MOS
bicubic
Image Super-Resolution
1.8
Set14 - 4x upscaling
MOS
SRGAN
Image Super-Resolution
3.72
BSD100 - 4x upscaling
PSNR
nearest neighbors
Image Super-Resolution
25.02
BSD100 - 4x upscaling
PSNR
bicubic
Image Super-Resolution
25.94
BSD100 - 4x upscaling
PSNR
SRResNet
Image Super-Resolution
27.58
BSD100 - 4x upscaling
PSNR
SRGAN
Image Super-Resolution
25.16
BSD100 - 4x upscaling
SSIM
nearest neighbors
Image Super-Resolution
0.6606
BSD100 - 4x upscaling
SSIM
bicubic
Image Super-Resolution
0.6935
BSD100 - 4x upscaling
SSIM
SRResNet
Image Super-Resolution
0.762
BSD100 - 4x upscaling
SSIM
SRGAN
Image Super-Resolution
0.6688
BSD100 - 4x upscaling
MOS
nearest neighbors
Image Super-Resolution
1.11
BSD100 - 4x upscaling
MOS
bicubic
Image Super-Resolution
1.47
BSD100 - 4x upscaling
MOS
SRResNet
Image Super-Resolution
2.29
BSD100 - 4x upscaling
MOS
SRGAN
Image Super-Resolution
3.56