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Color Image Denoising On Mcmaster Sigma50

Metrics

LPIPS
SSIM

Results

Performance results of various models on this benchmark

Paper TitleRepository
DMID-d(MMSE)0.1240.9396Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
FFDNet--FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
Hi-IR--Hierarchical Information Flow for Generalized Efficient Image Restoration-
AKDT--AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising-
KBNet--KBNet: Kernel Basis Network for Image Restoration
DMID-d--Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
DMID-p0.0920.9112Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
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Color Image Denoising On Mcmaster Sigma50 | SOTA | HyperAI