Dataset

Scaling

factor

SR-CNN

Bicubic

TNRD

GBAUCNN

PSNR

SSIM

PSNR

SSIM

PSNR

SSIM

PSNR

SSIM

Set5

2

36.66

0.95

33.97

0.94

37.20

0.96

37.28

0.96

Set14

32.42

0.91

30.31

0.89

32.65

0.92

32.70

0.92

Urban100

29.50

0.90

26.85

0.86

29.60

0.91

29.75

0.92

BSD100

31.36

0.89

29.74

0.86

31.60

0.90

31.66

0.90

Set5

3

32.75

0.91

30.62

0.88

33.35

0.93

33.39

0.93

Set14

29.28

0.82

27.56

0.80

29.38

0.84

29.43

0.85

BSD100

28.41

0.79

27.31

0.77

28.63

0.81

28.66

0.81