Denoising on Urban100 sigma50

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	Hi-IR	30.59	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
2	MaIR+	30.41	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
3	MaIR	30.3	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
4	DMID-d	30.28	No	Stimulating Diffusion Model for Image Denoising ...	2023-07-08	Code
5	Restormer-Local	30.17	No	Improving Image Restoration by Revisiting Global...	2021-12-08	Code
6	SCUNet SCUNet	30.14	No	Practical Blind Image Denoising via Swin-Conv-UN...	2022-03-24	Code
7	KBNet	30.04	No	KBNet: Kernel Basis Network for Image Restoration	2023-03-06	Code
8	Restormer	30.02	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
9	AKDT	29.82	No	-	-	Code
10	SwinIR	29.82	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
11	AKDT	29.82	No	-	-	Code
12	IPT	29.71	Yes	Pre-Trained Image Processing Transformer	2020-12-01	Code
13	Residual Dense Network +	29.38	No	Residual Dense Network for Image Restoration	2018-12-25	Code
14	Hi-IR	28.91	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
15	Restormer-Local	28.41	No	Improving Image Restoration by Revisiting Global...	2021-12-08	Code
16	KBNet	28.33	No	KBNet: Kernel Basis Network for Image Restoration	2023-03-06	Code
17	Restormer	28.29	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
18	SwinIR	27.98	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
19	NLRN	27.49	No	Non-Local Recurrent Network for Image Restoration	2018-06-07	Code
20	Residual Dense Network +	27.47	No	Residual Dense Network for Image Restoration	2018-12-25	Code
21	MWCNN	27.42	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
22	GCDN	27.41	No	Deep Graph-Convolutional Image Denoising	2019-07-19	Code
23	N3Net	26.82	No	Neural Nearest Neighbors Networks	2018-10-30	Code