Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Computer Vision
/
Rain Removal
/
Rain100H
Rain Removal on Rain100H
Metric: SSIM (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Export CSV
Sort:
SSIM (best first)
SSIM (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
SSIM
▼
Extra Data
Paper
Date
↕
Code
1
GOUB (Mean-ODE)
0.9414
No
Image Restoration Through Generalized Ornstein-U...
2023-12-16
Code
2
Fod w/ NMC
0.941
No
Forward-only Diffusion Probabilistic Models
2025-05-22
Code
3
DA-CLIP
0.926
No
Controlling Vision-Language Models for Multi-Tas...
2023-10-02
Code
4
FoD
0.925
No
Forward-only Diffusion Probabilistic Models
2025-05-22
Code
5
MCW-Net
0.922
No
MCW-Net: Single Image Deraining with Multi-level...
2020-09-29
Code
6
IR-SDE
0.9041
No
Image Restoration with Mean-Reverting Stochastic...
2023-01-27
Code
7
Restormer
0.904
No
Restormer: Efficient Transformer for High-Resolu...
2021-11-18
Code
8
MAXIM
0.903
No
MAXIM: Multi-Axis MLP for Image Processing
2022-01-09
Code
9
PReNet
0.899
No
Progressive Image Deraining Networks: A Better a...
2019-01-26
Code
10
HINet
0.894
No
HINet: Half Instance Normalization Network for I...
2021-05-13
Code
11
M3SNet
0.892
No
A Mountain-Shaped Single-Stage Network for Accur...
2023-05-09
Code
12
MPRNet
0.89
No
Multi-Stage Progressive Image Restoration
2021-02-04
Code
13
MSPFN
0.86
No
Multi-Scale Progressive Fusion Network for Singl...
2020-03-24
Code
14
UMRL
0.832
No
Uncertainty Guided Multi-Scale Residual Learning...
2019-06-12
Code
15
RESCAN
0.786
No
Recurrent Squeeze-and-Excitation Context Aggrega...
2018-07-16
-
16
DerainNet
0.592
No
Clearing the Skies: A deep network architecture ...
2016-09-07
Code
17
DIDMDN
0.524
No
Density-aware Single Image De-raining using a Mu...
2018-02-21
Code
18
SEMI
0.486
No
Semi-supervised Transfer Learning for Image Rain...
2018-07-29
Code
#1
GOUB (Mean-ODE)
SOTA
0.9414
SSIM
· 2023-12-16
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge
Code
#2
Fod w/ NMC
0.941
SSIM
· 2025-05-22
Forward-only Diffusion Probabilistic Models
Code
#3
DA-CLIP
SOTA
0.926
SSIM
· 2023-10-02
Controlling Vision-Language Models for Multi-Task Image Restoration
Code
#4
FoD
0.925
SSIM
· 2025-05-22
Forward-only Diffusion Probabilistic Models
Code
#5
MCW-Net
SOTA
0.922
SSIM
· 2020-09-29
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks
Code
#6
IR-SDE
0.9041
SSIM
· 2023-01-27
Image Restoration with Mean-Reverting Stochastic Differential Equations
Code
#7
Restormer
0.904
SSIM
· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration
Code
#8
MAXIM
0.903
SSIM
· 2022-01-09
MAXIM: Multi-Axis MLP for Image Processing
Code
#9
PReNet
SOTA
0.899
SSIM
· 2019-01-26
Progressive Image Deraining Networks: A Better and Simpler Baseline
Code
#10
HINet
0.894
SSIM
· 2021-05-13
HINet: Half Instance Normalization Network for Image Restoration
Code
#11
M3SNet
0.892
SSIM
· 2023-05-09
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
Code
#12
MPRNet
0.89
SSIM
· 2021-02-04
Multi-Stage Progressive Image Restoration
Code
#13
MSPFN
0.86
SSIM
· 2020-03-24
Multi-Scale Progressive Fusion Network for Single Image Deraining
Code
#14
UMRL
0.832
SSIM
· 2019-06-12
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining
Code
#15
RESCAN
SOTA
0.786
SSIM
· 2018-07-16
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining
#16
DerainNet
SOTA
0.592
SSIM
· 2016-09-07
Clearing the Skies: A deep network architecture for single-image rain removal
Code
#17
DIDMDN
0.524
SSIM
· 2018-02-21
Density-aware Single Image De-raining using a Multi-stream Dense Network
Code
#18
SEMI
0.486
SSIM
· 2018-07-29
Semi-supervised Transfer Learning for Image Rain Removal
Code