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Table 6 Impact of the learning rate on the model evaluation indicators

From: Superresolution reconstruction method for ancient murals based on the stable enhanced generative adversarial network

  PSNR SSIM FID IS MS-SSIM NIQE
LR = 0.1 29.54 0.721 18.3 15.9 0.781 5.642
LR = 0.5 32.53 0.816 11.5 20.8 0.805 3.969
LR = 0.01 32.11 0.806 15.3 19.4 0.791 4.625
LR = 0.05 31.45 0.781 15.5 18.1 0.780 6.551
LR = 0.001 30.13 0.784 15.5 18.9 0.780 5.651
LR = 0.005 28.16 0.761 20.1 17.5 0.764 7.162
  1. LR learning rate