To compare only selected loss functions, tick their names and click submit below. Click on any restored image to see its original version.
Ground Truth
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Average metric score for the dataset:
PSNR: 29.71
SSIM: 0.876
NIQE: 4.664
PSNR: 29.92
SSIM: 0.837
NIQE: 4.941
PSNR: 29.81
SSIM: 0.877
NIQE: 5.065
PSNR: 30.42
SSIM: 0.874
NIQE: 4.112
PSNR: 29.55
SSIM: 0.878
NIQE: 5.779
PSNR: 30.39
SSIM: 0.874
NIQE: 4.589
PSNR: 25.28
SSIM: 0.715
NIQE: 5.981
PSNR: 30.39
SSIM: 0.88
NIQE: 4.598
PSNR: 30.4
SSIM: 0.88
NIQE: 4.78
Original image: 100007.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 100039.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 100099.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 10081.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 101027.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 101084.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 102062.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 103006.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 103029.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 103078.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 104010.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 104055.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 105027.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 106005.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 106047.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 107014.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 107045.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 107072.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 108004.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 108036.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 108069.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 109055.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 112056.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 112090.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 117025.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 118015.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 118031.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 118072.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 120003.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG
Original image: 120093.jpg
L1
L2
LPIPS
MDF
MS-SSIM
MS-SSIM+L1
Noisy-Images
SSIM
VGG