HINet: Half Instance Normalization Network for Image Restoration

Benchmark Model Rank Results
deblurring-on-goproHINet#28PSNR: 32.71
image-denoising-on-siddHINet#7PSNR (sRGB): 39.99SSIM (sRGB): 0.958
single-image-deraining-on-rain100hHINet#8PSNR: 30.65SSIM: 0.894
single-image-deraining-on-rain100lHINet#11PSNR: 37.28SSIM: 0.97
single-image-deraining-on-test100HINet#5PSNR: 30.29SSIM: 0.906
single-image-deraining-on-test1200HINet#6PSNR: 33.05SSIM: 0.919
single-image-deraining-on-test2800HINet#3PSNR: 33.91SSIM: 0.941
spectral-reconstruction-on-arad-1kHINet#6PSNR: 32.51MRAE: 0.2032RMSE: 0.0303