HyperAI超神经

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

		Paper Title
AKDT	35.63	AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising
DMID-d	35.26	Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
KBNet	35.15	KBNet: Kernel Basis Network for Image Restoration
Restormer	35.13	Restormer: Efficient Transformer for High-Resolution 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
DnCNN	32.98	Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
Hi-IR	-	Hierarchical Information Flow for Generalized Efficient Image Restoration

0 of 8 row(s) selected.

HyperAI超神经

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

		Paper Title
AKDT	35.63	AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising
DMID-d	35.26	Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
KBNet	35.15	KBNet: Kernel Basis Network for Image Restoration
Restormer	35.13	Restormer: Efficient Transformer for High-Resolution 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
DnCNN	32.98	Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
Hi-IR	-	Hierarchical Information Flow for Generalized Efficient Image Restoration

0 of 8 row(s) selected.

Color Image Denoising On Urban100 Sigma15 1 | SOTA | HyperAI超神经