The PSNR is commonly used for the purpose of describing
denoised image quality. But the PSNR depends on the dynamic range and the MSE of the image. If two images with different dynamic ranges are corrupted with the same amount of noise, the resulting PSNR value will be different because of the difference in dynamic ranges. This is a drawback because this loss of image quality is not caused by some form of external degradation but by the model itself. Thus, it becomes difficult to refer to the quality of a denoised image without reference
to its dynamic range. (http://www.naun.org/main/NAUN/circuitssystemssignal/20-611.pdf)