Denoising on BSD68 sigma15

Metric: PSNR (higher is better)

LeaderboardDataset

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Results

#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	RIDNet	34.01	No	Real Image Denoising with Feature Attention	2019-04-16	Code
2	Deep CNN Denoiser	33.86	No	Learning Deep CNN Denoiser Prior for Image Resto...	2017-04-11	Code
3	CSCNet	33.83	No	Rethinking the CSC Model for Natural Images	2019-09-12	Code
4	ADL	32.11	No	Adversarial Distortion Learning for Medical Imag...	2022-04-29	Code
5	KBNet	31.98	No	KBNet: Kernel Basis Network for Image Restoration	2023-03-06	Code
6	SwinIR	31.97	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
7	Restormer	31.96	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
8	NLRN	31.88	No	Non-Local Recurrent Network for Image Restoration	2018-06-07	Code
9	MWCNN	31.86	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
10	GCDN	31.83	No	Deep Graph-Convolutional Image Denoising	2019-07-19	Code
11	GroupCDL	31.82	No	Fast and Interpretable Nonlocal Neural Networks ...	2023-06-02	Code
12	RIDNet	31.81	No	Real Image Denoising with Feature Attention	2019-04-16	Code
13	Big-CDLNet	31.74	No	CDLNet: Robust and Interpretable Denoising Throu...	2021-03-05	Code
14	FFDNet	31.63	No	FFDNet: Toward a Fast and Flexible Solution for ...	2017-10-11	Code
15	Deep CNN Denoiser	31.63	No	Learning Deep CNN Denoiser Prior for Image Resto...	2017-04-11	Code
16	DnCNN-3	31.46	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code
17	TNRD	31.42	No	Trainable Nonlinear Reaction Diffusion: A Flexib...	2015-08-12	-
18	BUIFD75 (blind)	31.35	No	Blind Universal Bayesian Image Denoising with Ga...	2019-07-05	Code
19	Index Network	31.23	No	Index Network	2019-08-11	Code
20	SwinIA	31.07	No	SwinIA: Self-Supervised Blind-Spot Image Denoisi...	2023-05-09	-