How to use the model to restore noisy images

[dangdinh17]

I have a dataset with pairs of original image and noisy image, noisy images have some kind of noises like motion blur, salt and pepper noise and exposure noise for example. I have tried with ddpm but it didn't work well
Before that, i have tried some GANs but the outputs weren't not good. does some diffusion models work well with this fields?
Thanks for reading and recommending for me