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Table 3 The average results of PSNR (dB), SSIM on the LIVE1 dataset [27]

From: Compression artifacts reduction by improved generative adversarial networks

 

Quality

JPEG

SA-DCT [9]

ARCNN [10]

D3 [11]

ARGAN

PSNR

q = 10

27.77

28.65

29.13

29.96

31.25

q = 20

30.07

30.81

31.40

32.21

33.41

q = 30

31.41

32.08

32.69

33.28

34.81

q = 40

32.35

32.99

33.63

34.75

35.73

SSIM

q = 10

0.7905

0.8093

0.8232

0.8233

0.8544

q = 20

0.8683

0.8781

0.8886

0.8903

0.9044

q = 30

0.9000

0.9078

0.9166

0.9207

0.9263

q = 40

0.9173

0.9240

0.9306

0.9296

0.9388