3D Architecture on Urban100 sigma25

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	Hi-IR	33.34	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
2	MaIR+	33.3	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
3	MaIR	33.22	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
4	AKDT	33.14	No	-	-	Code
5	DMID-d	33.11	No	Stimulating Diffusion Model for Image Denoising ...	2023-07-08	Code
6	KBNet	32.96	No	KBNet: Kernel Basis Network for Image Restoration	2023-03-06	Code
7	SwinIR	32.9	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
8	Hi-IR	31.92	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
9	iiTransformer	31.74	No	-	-	-
10	Restormer-Local	31.55	No	Improving Image Restoration by Revisiting Global...	2021-12-08	Code
11	Restormer	31.46	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
12	KBNet	31.45	No	KBNet: Kernel Basis Network for Image Restoration	2023-03-06	Code
13	SwinIR	31.3	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
14	GCDN	30.95	No	Deep Graph-Convolutional Image Denoising	2019-07-19	Code
15	NLRN	30.94	No	Non-Local Recurrent Network for Image Restoration	2018-06-07	Code
16	MWCNN	30.66	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
17	N3Net	30.19	No	Neural Nearest Neighbors Networks	2018-10-30	Code
18	DnCNN	29.97	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code

#1Hi-IRSOTA
33.34
PSNR· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#2MaIR+
33.3
PSNR· 2024-12-28
MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration Code
#3MaIR
33.22
PSNR· 2024-12-28
MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration Code
#4AKDT
33.14
PSNR
No paperCode
#5DMID-dSOTA
33.11
PSNR· 2023-07-08
Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Code
#6KBNetSOTA
32.96
PSNR· 2023-03-06
KBNet: Kernel Basis Network for Image Restoration Code
#7SwinIRSOTA
32.9
PSNR· 2021-08-23
SwinIR: Image Restoration Using Swin Transformer Code
#8Hi-IR
31.92
PSNR· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#9iiTransformer
31.74
PSNR
No paper
#10Restormer-Local
31.55
PSNR· 2021-12-08
Improving Image Restoration by Revisiting Global Information Aggregation Code
#11Restormer
31.46
PSNR· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration Code
#12KBNet
31.45
PSNR· 2023-03-06
KBNet: Kernel Basis Network for Image Restoration Code
#13SwinIR
31.3
PSNR· 2021-08-23
SwinIR: Image Restoration Using Swin Transformer Code
#14GCDNSOTA
30.95
PSNR· 2019-07-19
Deep Graph-Convolutional Image Denoising Code
#15NLRNSOTA
30.94
PSNR· 2018-06-07
Non-Local Recurrent Network for Image Restoration Code
#16MWCNNSOTA
30.66
PSNR· 2018-05-18
Multi-level Wavelet-CNN for Image Restoration Code
#17N3Net
30.19
PSNR· 2018-10-30
Neural Nearest Neighbors Networks Code
#18DnCNNSOTA
29.97
PSNR· 2016-08-13
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Code