SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 276–300 of 317 papers

TitleStatusHype
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial LearningCode0
Frame-Consistent Recurrent Video Deraining With Dual-Level FlowCode0
Depth-Attentional Features for Single-Image Rain Removal—0
An Effective Two-Branch Model-Based Deep Network for Single Image Deraining—0
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial LearningCode0
Rain O'er Me: Synthesizing real rain to derain with data distillation—0
Spatial Attentive Single-Image Deraining with a High Quality Real Rain DatasetCode0
Single Image Deraining: A Comprehensive Benchmark AnalysisCode0
Directional Regularized Tensor Modeling for Video Rain Streaks RemovalCode0
Progressive Image Deraining Networks: A Better and Simpler BaselineCode0
Rain Removal By Image Quasi-Sparsity Priors—0
Removing rain streaks by a linear model—0
A^2Net: Adjacent Aggregation Networks for Image Raindrop Removal—0
A Deep Tree-Structured Fusion Model for Single Image Deraining—0
Unsupervised Single Image Deraining with Self-supervised Constraints—0
Gated Context Aggregation Network for Image Dehazing and DerainingCode0
Self-Refining Deep Symmetry Enhanced Network for Rain RemovalCode0
Rain Removal in Traffic Surveillance: Does it Matter?Code0
Physics-Based Generative Adversarial Models for Image Restoration and Beyond—0
Semi-supervised Transfer Learning for Image Rain RemovalCode0
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining—0
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding—0
Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos—0
Lightweight Pyramid Networks for Image Deraining—0
Learning Dual Convolutional Neural Networks for Low-Level Vision—0
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All datasetsNightrainDID-MDN

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TurtlePSNR29.26—Unverified
2NightRainPSNR26.73—Unverified
3FDMPSNR23.49—Unverified
4WeatherDiffPSNR20.98—Unverified
#ModelMetricClaimedVerifiedStatus
1OneRestorePSNR32.89—Unverified
2GCANetPSNR31.68—Unverified