Select the Loss Function results to display!

Note: All values of NIMA and PSNR quoted are taken from the epoch where the test loss function was the lowest

Click on any loss function image to view the ground truth image!

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

PSNR:

PSNR: 25.28

PSNR: 25.28

PSNR: 25.35

PSNR: 25.09

PSNR: 24.75

PSNR: 24.54

PSNR: 25.28

PSNR: 25.03

PSNR: 24.3

PSNR: 24.44

PSNR: 21.21

PSNR: 16.34

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE

Ground Truth

MSE

LPIPS*0.01+MSE

LPIPS*0.1+MSE

LPIPS*1+MSE

LPIPS*10+MSE

LPIPS*100+MSE

MSE

VGG*0.01+MSE

VGG*0.1+MSE

VGG*1+MSE

VGG*10+MSE

VGG*100+MSE