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Grayscale Image Denoising On Bsd68 Sigma50

Metrics

PSNR

Results

Performance results of various models on this benchmark

		Paper Title	Repository
ADL	26.87	Adversarial Distortion Learning for Medical Image Denoising
KBNet	26.65	KBNet: Kernel Basis Network for Image Restoration
SwinIA	26.61	SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions	-
MWCNN	26.53	Multi-level Wavelet-CNN for Image Restoration
GroupCDL	26.47	Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning
NLRN	26.47	Non-Local Recurrent Network for Image Restoration
Residual Dense Network +	26.43	Residual Dense Network for Image Restoration
RIDNet	26.4	Real Image Denoising with Feature Attention
N3Net	26.39	Neural Nearest Neighbors Networks
GCDN	26.38	Deep Graph-Convolutional Image Denoising
Big-CDLNet	26.35	CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning
Index Network	26.34	Index Network
FFDNet	26.29	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
Deep CNN Denoiser	26.19	Learning Deep CNN Denoiser Prior for Image Restoration
BUIFD75 (blind)	25.1	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning

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Grayscale Image Denoising On Bsd68 Sigma50 | SOTA | HyperAI