Denoising on urban100 sigma15

Metric: Average PSNR (higher is better)

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#	Model↕	Average PSNR▼	Extra Data	Paper	Date↕	Code
1	AKDT	35.64	No	-	-	Code
2	AKDT	35.63	No	-	-	Code
3	DMID-d	35.26	No	Stimulating Diffusion Model for Image Denoising ...	2023-07-08	Code
4	SCUNet SCUNet	35.18	No	Practical Blind Image Denoising via Swin-Conv-UN...	2022-03-24	Code
5	KBNet	35.15	No	KBNet: Kernel Basis Network for Image Restoration	2023-03-06	Code
6	Restormer	35.13	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
7	SwinIR	35.13	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
8	FFDNet	33.83	No	FFDNet: Toward a Fast and Flexible Solution for ...	2017-10-11	Code
9	DnCNN	32.98	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code

#1AKDT
35.64
Average PSNR
No paperCode
#2AKDT
35.63
Average PSNR
No paperCode
#3DMID-dSOTA
35.26
Average PSNR· 2023-07-08
Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Code
#4SCUNet SCUNetSOTA
35.18
Average PSNR· 2022-03-24
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis Code
#5KBNet
35.15
Average PSNR· 2023-03-06
KBNet: Kernel Basis Network for Image Restoration Code
#6Restormer
35.13
Average PSNR· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration Code
#7SwinIRSOTA
35.13
Average PSNR· 2021-08-23
SwinIR: Image Restoration Using Swin Transformer Code
#8FFDNetSOTA
33.83
Average PSNR· 2017-10-11
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Code
#9DnCNNSOTA
32.98
Average PSNR· 2016-08-13
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Code