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Color Image Denoising On Urban100 Sigma15 1

评估指标

Average PSNR

评测结果

各个模型在此基准测试上的表现结果

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