BlurDM: A Blur Diffusion Model for Image Deblurring

Benchmark Model Rank Results
image-deblurring-on-goproBlurDM (FFTformer, trained on GoPro)#4PSNR: 34.34SSIM: 0.970
deblurring-on-realblur-jBlurDM (Stripformer, trained on RealBlur-J) (extra data)#8PSNR (sRGB): 33.53
deblurring-on-realblur-jBlurDM (LoFormer, trained on RealBlur-J) (extra data)#23SSIM (sRGB): 0.941
deblurring-on-realblur-rBlurDM (Stripformer, trained on RealBlur-R)#8PSNR (sRGB): 41.00SSIM (sRGB): 0.977
deblurring-on-hide-trained-on-goproBlurDM (FFTformer, trained on GoPro)#10PSNR (sRGB): 31.76SSIM (sRGB): 0.947