SIDD

Smartphone Image Denoising Dataset

ImagesMIT

SIDD is an image denoising dataset containing 30,000 noisy images from 10 scenes under different lighting conditions using five representative smartphone cameras. Ground truth images are provided along with the noisy images.

Source: A High-Quality Denoising Dataset for Smartphone Cameras

Benchmarks

3D Architecture/PSNR (sRGB)3D Architecture/SSIM (sRGB)3D Architecture/Average PSNR Denoising/PSNR (sRGB)Denoising/SSIM (sRGB)Denoising/Average PSNR Image Denoising/PSNR (sRGB)Image Denoising/SSIM (sRGB)Image Denoising/Average PSNR Noise Estimation/PSNR Gap Noise Estimation/Average KL Divergence

Related Benchmarks

SIDD-Image/Intrusion Detection/F1 Score