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Grayscale Image Denoising On Bsd68 Sigma50

Metrics

PSNR

Results

Performance results of various models on this benchmark

Paper Title
ADL26.87Adversarial Distortion Learning for Medical Image Denoising
KBNet26.65KBNet: Kernel Basis Network for Image Restoration
SwinIA26.61SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions
MWCNN26.53Multi-level Wavelet-CNN for Image Restoration
GroupCDL26.47Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning
NLRN26.47Non-Local Recurrent Network for Image Restoration
Residual Dense Network +26.43Residual Dense Network for Image Restoration
RIDNet26.4Real Image Denoising with Feature Attention
N3Net26.39Neural Nearest Neighbors Networks
GCDN26.38Deep Graph-Convolutional Image Denoising
Big-CDLNet26.35CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning
Index Network26.34Index Network
FFDNet26.29FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
Deep CNN Denoiser26.19Learning Deep CNN Denoiser Prior for Image Restoration
BUIFD75 (blind)25.1Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning
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Grayscale Image Denoising On Bsd68 Sigma50 | SOTA | HyperAI