OpenCodePapers

single-image-deraining-on-rain100l

Rain RemovalSingle Image Deraining
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PaperCodePSNRSSIMFIDLPIPSModelNameReleaseDate
Pre-Trained Image Processing Transformer✓ Link41.620.988IPT2020-12-01
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration✓ Link40.040.985M3SNet2023-05-09
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks✓ Link39.730.988MCW-Net2020-09-29
Mixed Hierarchy Network for Image Restoration✓ Link39.470.984MHNet2023-02-19
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation✓ Link39.350.977Instruct-IPT2024-06-30
Prompt-based Ingredient-Oriented All-in-One Image Restoration✓ Link39.220.981CAPTNet2023-09-06
Restormer: Efficient Transformer for High-Resolution Image Restoration✓ Link38.990.978Restormer2021-11-18
Image Restoration with Mean-Reverting Stochastic Differential Equations✓ Link38.30.98057.940.014IR-SDE2023-01-27
Selective Frequency Network for Image Restoration✓ Link38.210.974SFNet2023-04-13
Progressive Image Deraining Networks: A Better and Simpler Baseline✓ Link37.480.979PReNet2019-01-26
HINet: Half Instance Normalization Network for Image Restoration✓ Link37.280.97HINet2021-05-13
Multi-Stage Progressive Image Restoration✓ Link36.400.965MPRNet2021-02-04
Multi-Scale Progressive Fusion Network for Single Image Deraining✓ Link32.400.933MSPFN2020-03-24
Semi-supervised Transfer Learning for Image Rain Removal✓ Link25.030.842SEMI2018-07-29
MAXIM: Multi-Axis MLP for Image Processing✓ Link0.977MAXIM2022-01-09
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining✓ Link0.923UMRL2019-06-12
Clearing the Skies: A deep network architecture for single-image rain removal✓ Link0.884DerainNet2016-09-07
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining0.881RESCAN2018-07-16
Density-aware Single Image De-raining using a Multi-stream Dense Network✓ Link0.741DIDMDN2018-02-21
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