Result for training SR-ResNet network to perform single-image super resolution.

The SR-ResNet mocel is trained on DIV2K dataset and inference is run on BSD test set.

To compare only selected loss functions, tick their names and click submit below. Click on any restored image to see its original version.

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Average metric score for the dataset:



PSNR: 23.78
SSIM: 0.604
NIQE: 6.565



PSNR: 24.68
SSIM: 0.695
NIQE: 5.676



PSNR: 24.56
SSIM: 0.692
NIQE: 5.506



PSNR: 23.42
SSIM: 0.609
NIQE: 4.215



PSNR: 25.07
SSIM: 0.692
NIQE: 4.104



PSNR: 24.18
SSIM: 0.669
NIQE: 4.915



PSNR: 24.48
SSIM: 0.67
NIQE: 4.915



PSNR: 24.07
SSIM: 0.695
NIQE: 4.861



PSNR: 23.19
SSIM: 0.608
NIQE: 4.725


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