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!

L1
L1_MS_SSIM
LPIPS_pt1_MSE
MDF_SRGAN
MDF_SinGAN
MSE
SSIM
VGG_1_MSE
Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE

PSNR:



PSNR: 25.065



PSNR: 25.077



PSNR: 25.352



PSNR: 25.48



PSNR: 25.37



PSNR: 25.28



PSNR: 25.12



PSNR: 24.44


Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE








Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF SRGAN
MDF SinGAN
MSE
SSIM
VGG 1 MSE