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Denoising
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BSD68 sigma50
Denoising on BSD68 sigma50
Metric: PSNR (higher is better)
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Model
↕
PSNR
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Extra Data
Paper
Date
↕
Code
1
MaIR+
30.08
No
MaIR: A Locality- and Continuity-Preserving Mamb...
2024-12-28
Code
2
MaIR
28.66
No
MaIR: A Locality- and Continuity-Preserving Mamb...
2024-12-28
Code
3
ADL
26.87
No
Adversarial Distortion Learning for Medical Imag...
2022-04-29
Code
4
KBNet
26.65
No
KBNet: Kernel Basis Network for Image Restoration
2023-03-06
Code
5
SwinIA
26.61
No
SwinIA: Self-Supervised Blind-Spot Image Denoisi...
2023-05-09
-
6
MWCNN
26.53
No
Multi-level Wavelet-CNN for Image Restoration
2018-05-18
Code
7
NLRN
26.47
No
Non-Local Recurrent Network for Image Restoration
2018-06-07
Code
8
GroupCDL
26.47
No
Fast and Interpretable Nonlocal Neural Networks ...
2023-06-02
Code
9
Residual Dense Network +
26.43
No
Residual Dense Network for Image Restoration
2018-12-25
Code
10
RIDNet
26.4
No
Real Image Denoising with Feature Attention
2019-04-16
Code
11
N3Net
26.39
No
Neural Nearest Neighbors Networks
2018-10-30
Code
12
GCDN
26.38
No
Deep Graph-Convolutional Image Denoising
2019-07-19
Code
13
Big-CDLNet
26.35
No
CDLNet: Robust and Interpretable Denoising Throu...
2021-03-05
Code
14
Index Network
26.34
No
Index Network
2019-08-11
Code
15
FFDNet
26.29
No
FFDNet: Toward a Fast and Flexible Solution for ...
2017-10-11
Code
16
Deep CNN Denoiser
26.19
No
Learning Deep CNN Denoiser Prior for Image Resto...
2017-04-11
Code
17
BUIFD75 (blind)
25.1
No
Blind Universal Bayesian Image Denoising with Ga...
2019-07-05
Code