OpenCodePapers

single-image-deraining-on-rain100h

Rain RemovalSingle Image Deraining
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PaperCodePSNRSSIMFIDLPIPSModelNameReleaseDate
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge✓ Link34.560.9414GOUB (Mean-ODE)2023-12-16
Controlling Vision-Language Models for Multi-Task Image Restoration✓ Link33.910.926DA-CLIP2023-10-02
Forward-only Diffusion Probabilistic Models✓ Link33.630.94115.640.041Fod w/ NMC2025-05-22
Forward-only Diffusion Probabilistic Models✓ Link32.560.92514.100.038FoD2025-05-22
Image Restoration with Mean-Reverting Stochastic Differential Equations✓ Link31.650.904118.640.047IR-SDE2023-01-27
Restormer: Efficient Transformer for High-Resolution Image Restoration✓ Link31.460.904Restormer2021-11-18
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks✓ Link30.700.922MCW-Net2020-09-29
HINet: Half Instance Normalization Network for Image Restoration✓ Link30.650.894HINet2021-05-13
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration✓ Link30.640.892M3SNet2023-05-09
Multi-Stage Progressive Image Restoration✓ Link30.410.89MPRNet2021-02-04
Mixed Hierarchy Network for Image Restoration✓ Link30.34MHNet2023-02-19
Progressive Image Deraining Networks: A Better and Simpler Baseline✓ Link29.460.899PReNet2019-01-26
Multi-Scale Progressive Fusion Network for Single Image Deraining✓ Link28.660.86MSPFN2020-03-24
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining26.360.786RESCAN2018-07-16
Semi-supervised Transfer Learning for Image Rain Removal✓ Link16.560.486SEMI2018-07-29
MAXIM: Multi-Axis MLP for Image Processing✓ Link0.903MAXIM2022-01-09
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining✓ Link0.832UMRL2019-06-12
Clearing the Skies: A deep network architecture for single-image rain removal✓ Link0.592DerainNet2016-09-07
Density-aware Single Image De-raining using a Multi-stream Dense Network✓ Link0.524DIDMDN2018-02-21
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