You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement

Benchmark Model Rank Results
low-light-image-deblurring-and-enhancement-onCIDNet#1Average PSNR: 26.572SSIM: 0.890LPIPS: 0.120
low-light-image-enhancement-on-dicmCIDNet#1NIQE: 3.36BRISQUE: 21.47
low-light-image-enhancement-on-limeCIDNet#1NIQE: 3.03BRISQUE: 16.25
low-light-image-enhancement-on-lolCIDNet#3Average PSNR: 28.141LPIPS: 0.079SSIM: 0.889FLOPS (G): 7.57
low-light-image-enhancement-on-lolCIDNet-Normal#29Average PSNR: 23.500LPIPS: 0.086SSIM: 0.870FLOPS (G): 7.57
low-light-image-enhancement-on-lol-v2CIDNet#1Average PSNR: 24.111SSIM: 0.868LPIPS: 0.108
low-light-image-enhancement-on-lolv2CIDNet#7Average PSNR: 28.134LPIPS: 0.101SSIM: 0.892
low-light-image-enhancement-on-lolv2-1CIDNet#4Average PSNR: 29.566SSIM: 0.950LPIPS: 0.040
low-light-image-enhancement-on-mefCIDNet#1NIQE: 3.11BRISQUE: 13.77
low-light-image-enhancement-on-npeCIDNet#1NIQE: 3.33BRISQUE: 18.92
low-light-image-enhancement-on-sony-totalCIDNet#1Average PSNR: 22.904SSIM: 0.676LPIPS: 0.411
low-light-image-enhancement-on-vvCIDNet#1NIQE: 2.49BRISQUE: 30.63