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_Orig
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PSNR:



PSNR: 29.71



PSNR: 30.39



PSNR: 29.81



PSNR: 30.41



PSNR: 30.42



PSNR: 29.92



PSNR: 29.55



PSNR: 25.28



PSNR: 30.39



PSNR: 30.4


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Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE










Ground Truth
L1
L1 MS SSIM
LPIPS pt1 MSE
MDF Orig
MDF Task Spec
MSE
MSSSIM
Noisy Images
SSIM
VGG 1 MSE