الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Color Image Denoising On Cbsd68 Sigma50

المقاييس

PSNR

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	PSNR	Paper Title	Repository
MemNet	26.33	MemNet: A Persistent Memory Network for Image Restoration	-
DMID-d (MMSE)	28.69	Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling	-
RCOT	28.25	Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration	-
DnCNN	28.01	Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification	-
DMID-p	26.63	Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling	-
ADL	29.02	Adversarial Distortion Learning for Medical Image Denoising	-
CBUIFD75	26.60	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	-
PaCNet	27.93	Patch Craft: Video Denoising by Deep Modeling and Patch Matching	-
IRCNN	27.86	Learning Deep CNN Denoiser Prior for Image Restoration	-
Spatial-CNN	27.63	ViDeNN: Deep Blind Video Denoising	-
RIDNet	28.14	Real Image Denoising with Feature Attention	-
AKDT	28.68	AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising
Instruct-IPT	28.61	Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation	-
Residual Dense Network +	28.34	Residual Dense Network for Image Super-Resolution	-
CSCNet	28.00	Rethinking the CSC Model for Natural Images	-
IPT	29.39	Pre-Trained Image Processing Transformer	-
FFDNet	27.96	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	-
DMID-d	28.69	Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling	-

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Color Image Denoising On Cbsd68 Sigma50 | SOTA | HyperAI