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Color Image Denoising On Urban100 Sigma15 1

Metrics

Average PSNR

Results

Performance results of various models on this benchmark

Paper TitleRepository
AKDT35.63AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising-
DMID-d35.26Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
KBNet35.15KBNet: Kernel Basis Network for Image Restoration
Restormer35.13Restormer: Efficient Transformer for High-Resolution Image Restoration
SwinIR35.13SwinIR: Image Restoration Using Swin Transformer
FFDNet33.83FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
DnCNN32.98Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
Hi-IR-Hierarchical Information Flow for Generalized Efficient Image Restoration-
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Color Image Denoising On Urban100 Sigma15 1 | SOTA | HyperAI