Image Restoration with Mean-Reverting Stochastic Differential Equations

Benchmark Model Rank Results
single-image-deraining-on-rain100hIR-SDE#5PSNR: 31.65SSIM: 0.9041FID: 18.64LPIPS: 0.047
color-image-denoising-on-cbsd68-color-gaussian-denoising-25Denoising-ODE (Gaussian denoising, σ=25)#10PSNR: 31.14SSIM: 0.8777
single-image-deraining-on-rain100lIR-SDE#10PSNR: 38.3SSIM: 0.9805FID: 7.94LPIPS: 0.014
color-image-denoising-on-cbsd68-color-gaussian-denoising-15Denoising-ODE (Gaussian denoising, σ=15)#11PSNR: 33.80
color-image-denoising-on-cbsd68-color-gaussian-denoising-50Denoising-ODE (Gaussian denoising, σ=50)#11PSNR: 27.59SSIM: 0.7733
image-dehazing-on-sots-indoorIR-SDE#32PSNR: 34.14SSIM: 0.9886
image-deblurring-on-goproIR-SDE#52PSNR: 30.7SSIM: 0.901FID: 6.32LPIPS: 0.064