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Color Image Denoising On Urban100 Sigma15 1

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Average PSNR

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	Average PSNR	Paper Title	Repository
Restormer	35.13	Restormer: Efficient Transformer for High-Resolution Image Restoration
KBNet	35.15	KBNet: Kernel Basis Network for Image Restoration
SwinIR	35.13	SwinIR: Image Restoration Using Swin Transformer
FFDNet	33.83	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
DMID-d	35.26	Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
Hi-IR	-	Hierarchical Information Flow for Generalized Efficient Image Restoration	-
DnCNN	32.98	Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
AKDT	35.63	AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising

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