ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation

Benchmark Model Rank Results
deblurring-on-goproID-Blau (FFTformer)#8PSNR: 34.36SSIM: 0.970
deblurring-on-goproID-Blau (Stripformer)#12PSNR: 33.66SSIM: 0.966
deblurring-on-goproID-Blau (Restormer)#16PSNR: 33.51SSIM: 0.965
deblurring-on-hide-trained-on-goproID-Blau (FFTformer)#3PSNR (sRGB): 31.94SSIM (sRGB): 0.949
deblurring-on-hide-trained-on-goproID-Blau (Restormer)#7PSNR (sRGB): 31.66SSIM (sRGB): 0.947
deblurring-on-hide-trained-on-goproID-Blau (Stripformer)#10PSNR (sRGB): 31.50SSIM (sRGB): 0.944
deblurring-on-realblur-j-1ID-Blau (Stripformer)#3PSNR (sRGB): 33.77SSIM (sRGB): 0.940Params(M): 20
deblurring-on-realblur-j-1ID-Blau (Restormer)#4PSNR (sRGB): 33.11SSIM (sRGB): 0.937
deblurring-on-realblur-j-1ID-Blau (FFTformer)#7PSNR (sRGB): 32.88SSIM (sRGB): 0.934
deblurring-on-realblur-rID-Blau (Stripformer)#3PSNR (sRGB): 41.06SSIM (sRGB): 0.977
deblurring-on-realblur-rID-Blau (FFTformer)#5PSNR (sRGB): 40.45SSIM (sRGB): 0.975
deblurring-on-realblur-rID-Blau (Restormer)#6PSNR (sRGB): 40.31SSIM (sRGB): 0.974