Multi-Stage Progressive Image Restoration

Benchmark Model Rank Results
deblurring-on-goproMPRNet#30PSNR: 32.66SSIM: 0.959
deblurring-on-hide-trained-on-goproMPRNet#16PSNR (sRGB): 30.96SSIM (sRGB): 0.939Params (M): 20.1
deblurring-on-realblur-j-1MPRNet#15PSNR (sRGB): 31.76SSIM (sRGB): 0.922Params(M): 20.1
deblurring-on-realblur-j-trained-on-goproMPRNet#11PSNR (sRGB): 28.70SSIM (sRGB): 0.873
deblurring-on-realblur-rMPRNet#14PSNR (sRGB): 39.31SSIM (sRGB): 0.972
deblurring-on-realblur-r-trained-on-goproMPRNet#8PSNR (sRGB): 35.99SSIM (sRGB): 0.952
deblurring-on-rsblurMPRNet#8Average PSNR: 33.61
image-deblurring-on-goproMPRNet#30PSNR: 32.66SSIM: 0.959Params (M): 20.1
image-denoising-on-dndMPRNet#9PSNR (sRGB): 39.80SSIM (sRGB): 0.954
image-denoising-on-siddMPRNet#12PSNR (sRGB): 39.71SSIM (sRGB): 0.958
image-restoration-on-cdd-11MPRNet#8Average PSNR (dB): 25.47SSIM: 0.8555
single-image-deraining-on-rain100hMPRNet#10PSNR: 30.41SSIM: 0.89
single-image-deraining-on-rain100lMPRNet#12PSNR: 36.40SSIM: 0.965
single-image-deraining-on-test100MPRNet#6PSNR: 30.27SSIM: 0.897
single-image-deraining-on-test1200MPRNet#7PSNR: 32.91SSIM: 0.916
single-image-deraining-on-test2800MPRNet#5PSNR: 33.64SSIM: 0.938
spectral-reconstruction-on-arad-1kMPRNet#3PSNR: 33.50MRAE: 0.1817RMSE: 0.0270