KBNet: Kernel Basis Network for Image Restoration

Benchmark Model Rank Results
color-image-denoising-on-cbsd68-sigma15KBNet#4PSNR: 34.41
color-image-denoising-on-cbsd68-sigma25KBNet#3PSNR: 31.80
color-image-denoising-on-kodak24-sigma50KBNet#2PSNR: 30.04
color-image-denoising-on-mcmaster-sigma50KBNet#3PSNR: 30.27
color-image-denoising-on-urban100-sigma15-1KBNet#3Average PSNR: 35.15
color-image-denoising-on-urban100-sigma25KBNet#3PSNR: 32.96
color-image-denoising-on-urban100-sigma50KBNet#3PSNR: 30.04
grayscale-image-denoising-on-bsd68-sigma15KBNet#2PSNR: 31.98
grayscale-image-denoising-on-bsd68-sigma25KBNet#1PSNR: 29.54
grayscale-image-denoising-on-bsd68-sigma50KBNet#2PSNR: 26.65
grayscale-image-denoising-on-set12-sigma15KBNet#1PSNR: 33.40
grayscale-image-denoising-on-set12-sigma25KBNet#1PSNR: 31.08
grayscale-image-denoising-on-set12-sigma50KBNet#1PSNR: 28.04
grayscale-image-denoising-on-urban100-sigma15-1KBNet#2PSNR: 33.77
grayscale-image-denoising-on-urban100-sigma25KBNet#3PSNR: 31.45
grayscale-image-denoising-on-urban100-sigma50KBNet#2PSNR: 28.33
image-denoising-on-siddKBNet#2PSNR (sRGB): 40.35SSIM (sRGB): 0.972
single-image-deraining-on-test1200KBNet#2PSNR: 33.82SSIM: 0.931
single-image-deraining-on-test2800KBNet#1PSNR: 34.19SSIM: 0.944