Rain Removal on Test1200

Metric: SSIM (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	SSIM▼	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

#1CAPTNetSOTA
0.937
SSIM· 2023-09-06
Prompt-based Ingredient-Oriented All-in-One Image Restoration Code
#2KBNetSOTA
0.931
SSIM· 2023-03-06
KBNet: Kernel Basis Network for Image Restoration Code
#3RestormerSOTA
0.926
SSIM· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration Code
#4M3SNet
0.925
SSIM· 2023-05-09
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Code
#5MHNet
0.924
SSIM· 2023-02-19
Mixed Hierarchy Network for Image Restoration Code
#6MAXIM
0.922
SSIM· 2022-01-09
MAXIM: Multi-Axis MLP for Image Processing Code
#7HINetSOTA
0.919
SSIM· 2021-05-13
HINet: Half Instance Normalization Network for Image Restoration Code
#8MPRNet
0.916
SSIM· 2021-02-04
Multi-Stage Progressive Image Restoration Code
#9MSPFNSOTA
0.916
SSIM· 2020-03-24
Multi-Scale Progressive Fusion Network for Single Image Deraining Code
#10UMRLSOTA
0.91
SSIM· 2019-06-12
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining Code
#11DIDMDNSOTA
0.901
SSIM· 2018-02-21
Density-aware Single Image De-raining using a Multi-stream Dense Network Code
#12RESCAN
0.882
SSIM· 2018-07-16
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining
#13DerainNetSOTA
0.835
SSIM· 2016-09-07
Clearing the Skies: A deep network architecture for single-image rain removal Code
#14SEMI
0.822
SSIM· 2018-07-29
Semi-supervised Transfer Learning for Image Rain Removal Code