The DnCNN network is trained on DIV2K dataset and tested on BSD test set. The report shows results of image restoration for images compressed with JPEG codec with a quality factor of 10.
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
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MS-SSIM
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Average metric score for the dataset:
PSNR: 25.78
SSIM: 0.725
NIQE: 5.025
PSNR: 26.87
SSIM: 0.787
NIQE: 4.405
PSNR: 26.85
SSIM: 0.771
NIQE: 4.45
PSNR: 26.75
SSIM: 0.78
NIQE: 4.345
PSNR: 26.98
SSIM: 0.785
NIQE: 4.31
PSNR: 26.71
SSIM: 0.787
NIQE: 4.315
PSNR: 26.87
SSIM: 0.791
NIQE: 4.335
PSNR: 26.65
SSIM: 0.795
NIQE: 4.347
PSNR: 26.78
SSIM: 0.78
NIQE: 4.365
Original image: 101085.jpg
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Original image: 101087.jpg
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Original image: 102061.jpg
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Original image: 103070.jpg
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Original image: 105025.jpg
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Original image: 106024.jpg
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Original image: 108005.jpg
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Original image: 108070.jpg
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Original image: 108082.jpg
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Original image: 109053.jpg
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Original image: 119082.jpg
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Original image: 12084.jpg
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Original image: 123074.jpg
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Original image: 126007.jpg
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Original image: 130026.jpg
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Original image: 134035.jpg
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Original image: 14037.jpg
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Original image: 143090.jpg
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Original image: 145086.jpg
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Original image: 147091.jpg
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Original image: 148026.jpg
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Original image: 148089.jpg
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Original image: 156065.jpg
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Original image: 160068.jpg
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Original image: 16077.jpg
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Original image: 163085.jpg
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Original image: 167062.jpg
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Original image: 167083.jpg
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