Color Image Denoising On Cbsd68 Sigma15

Metrics

PSNR

Results

Performance results of various models on this benchmark

		Paper Title	Code
AKDT	34.64	AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising
ADL	34.61	Adversarial Distortion Learning for Medical Image Denoising
DMID-d	34.45	Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
KBNet	34.41	KBNet: Kernel Basis Network for Image Restoration
AdaFM-Net	34.1	Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers
HyperRes	34.02	Hypernetwork-Based Adaptive Image Restoration
PaCNet	33.95	Patch Craft: Video Denoising by Deep Modeling and Patch Matching
FFDNet	33.87	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
Spatial-CNN	33.66	ViDeNN: Deep Blind Video Denoising
CBUIFD75	33.66	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning

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Color Image Denoising On Cbsd68 Sigma15

Metrics

PSNR

Results

Performance results of various models on this benchmark

		Paper Title	Code
AKDT	34.64	AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising
ADL	34.61	Adversarial Distortion Learning for Medical Image Denoising
DMID-d	34.45	Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
KBNet	34.41	KBNet: Kernel Basis Network for Image Restoration
AdaFM-Net	34.1	Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers
HyperRes	34.02	Hypernetwork-Based Adaptive Image Restoration
PaCNet	33.95	Patch Craft: Video Denoising by Deep Modeling and Patch Matching
FFDNet	33.87	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
Spatial-CNN	33.66	ViDeNN: Deep Blind Video Denoising
CBUIFD75	33.66	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning

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Color Image Denoising On Cbsd68 Sigma15 | SOTA | HyperAI超神经