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Rain Removal
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Test1200
Rain Removal on Test1200
Metric: SSIM (higher is better)
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Model name (A→Z)
#
Model
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SSIM
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Extra Data
Paper
Date
↕
Code
1
CAPTNet
0.937
No
Prompt-based Ingredient-Oriented All-in-One Imag...
2023-09-06
Code
2
KBNet
0.931
No
KBNet: Kernel Basis Network for Image Restoration
2023-03-06
Code
3
Restormer
0.926
No
Restormer: Efficient Transformer for High-Resolu...
2021-11-18
Code
4
M3SNet
0.925
No
A Mountain-Shaped Single-Stage Network for Accur...
2023-05-09
Code
5
MHNet
0.924
No
Mixed Hierarchy Network for Image Restoration
2023-02-19
Code
6
MAXIM
0.922
No
MAXIM: Multi-Axis MLP for Image Processing
2022-01-09
Code
7
HINet
0.919
No
HINet: Half Instance Normalization Network for I...
2021-05-13
Code
8
MPRNet
0.916
No
Multi-Stage Progressive Image Restoration
2021-02-04
Code
9
MSPFN
0.916
No
Multi-Scale Progressive Fusion Network for Singl...
2020-03-24
Code
10
UMRL
0.91
No
Uncertainty Guided Multi-Scale Residual Learning...
2019-06-12
Code
11
DIDMDN
0.901
No
Density-aware Single Image De-raining using a Mu...
2018-02-21
Code
12
RESCAN
0.882
No
Recurrent Squeeze-and-Excitation Context Aggrega...
2018-07-16
-
13
DerainNet
0.835
No
Clearing the Skies: A deep network architecture ...
2016-09-07
Code
14
SEMI
0.822
No
Semi-supervised Transfer Learning for Image Rain...
2018-07-29
Code
#1
CAPTNet
SOTA
0.937
SSIM
· 2023-09-06
Prompt-based Ingredient-Oriented All-in-One Image Restoration
Code
#2
KBNet
SOTA
0.931
SSIM
· 2023-03-06
KBNet: Kernel Basis Network for Image Restoration
Code
#3
Restormer
SOTA
0.926
SSIM
· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration
Code
#4
M3SNet
0.925
SSIM
· 2023-05-09
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
Code
#5
MHNet
0.924
SSIM
· 2023-02-19
Mixed Hierarchy Network for Image Restoration
Code
#6
MAXIM
0.922
SSIM
· 2022-01-09
MAXIM: Multi-Axis MLP for Image Processing
Code
#7
HINet
SOTA
0.919
SSIM
· 2021-05-13
HINet: Half Instance Normalization Network for Image Restoration
Code
#8
MPRNet
0.916
SSIM
· 2021-02-04
Multi-Stage Progressive Image Restoration
Code
#9
MSPFN
SOTA
0.916
SSIM
· 2020-03-24
Multi-Scale Progressive Fusion Network for Single Image Deraining
Code
#10
UMRL
SOTA
0.91
SSIM
· 2019-06-12
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining
Code
#11
DIDMDN
SOTA
0.901
SSIM
· 2018-02-21
Density-aware Single Image De-raining using a Multi-stream Dense Network
Code
#12
RESCAN
0.882
SSIM
· 2018-07-16
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining
#13
DerainNet
SOTA
0.835
SSIM
· 2016-09-07
Clearing the Skies: A deep network architecture for single-image rain removal
Code
#14
SEMI
0.822
SSIM
· 2018-07-29
Semi-supervised Transfer Learning for Image Rain Removal
Code