Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography

Open paper
Benchmark Model Rank Results
image-denoising-on-eld-sonya7s2-x100LLD*#1PSNR (Raw): 46.74SSIM (Raw): 0.986
image-denoising-on-eld-sonya7s2-x100LLD#4PSNR (Raw): 45.61SSIM (Raw): 0.977
image-denoising-on-eld-sonya7s2-x200LLD*#1PSNR (Raw): 44.95SSIM (Raw): 0.977
image-denoising-on-eld-sonya7s2-x200LLD#4PSNR (Raw): 43.84SSIM (Raw): 0.959
image-denoising-on-sid-sonya7s2-x250LLD*#1PSNR (Raw): 41.02SSIM (Raw): 0.948
image-denoising-on-sid-sonya7s2-x250LLD#4PSNR (Raw): 39.76SSIM (Raw): 0.933
image-denoising-on-sid-x100LLD*#1PSNR (Raw): 43.36SSIM: 0.961
image-denoising-on-sid-x100LLD#4PSNR (Raw): 42.10SSIM: 0.955
image-denoising-on-sid-x300LLD*#1PSNR (Raw): 37.80SSIM: 0.935
image-denoising-on-sid-x300LLD#5PSNR (Raw): 36.76SSIM: 0.912

Rank counts only results with a code link.