OpenCodePapers
single-image-deraining-on-test100
Rain Removal
Single Image Deraining
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Paper
Code
PSNR
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SSIM
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ModelName
ReleaseDate
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Restormer: Efficient Transformer for High-Resolution Image Restoration
✓ Link
32.00
0.923
Restormer
2021-11-18
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
✓ Link
31.29
0.903
M3SNet
2023-05-09
Mixed Hierarchy Network for Image Restoration
✓ Link
31.19
0.903
MHNet
2023-02-19
MAXIM: Multi-Axis MLP for Image Processing
✓ Link
31.17
0.922
MAXIM
2022-01-09
HINet: Half Instance Normalization Network for Image Restoration
✓ Link
30.29
0.906
HINet
2021-05-13
Multi-Stage Progressive Image Restoration
✓ Link
30.27
0.897
MPRNet
2021-02-04
Multi-Scale Progressive Fusion Network for Single Image Deraining
✓ Link
27.50
0.876
MSPFN
2020-03-24
Semi-supervised Transfer Learning for Image Rain Removal
✓ Link
22.35
0.788
SEMI
2018-07-29
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining
0.835
RESCAN
2018-07-16
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining
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0.829
UMRL
2019-06-12
Density-aware Single Image De-raining using a Multi-stream Dense Network
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0.818
DIDMDN
2018-02-21
Clearing the Skies: A deep network architecture for single-image rain removal
✓ Link
0.810
DerainNet
2016-09-07