SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–317 of 317 papers

TitleStatusHype
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles—0
Image Deraining via Self-supervised Reinforcement Learning—0
Efficient Concertormer for Image Deblurring and Beyond—0
Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving—0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning—0
GT-Rain Single Image Deraining Challenge Report—0
MBA-RainGAN: Multi-branch Attention Generative Adversarial Network for Mixture of Rain Removal from Single Images—0
Gradient Information Guided Deraining with A Novel Network and Adversarial Training—0
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining—0
MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images—0
Memory Oriented Transfer Learning for Semi-Supervised Image Deraining—0
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction—0
WM-MoE: Weather-aware Multi-scale Mixture-of-Experts for Blind Adverse Weather Removal—0
Multi-Decoding Deraining Network and Quasi-Sparsity Based Training—0
GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation—0
An Effective Two-Branch Model-Based Deep Network for Single Image Deraining—0
Multiple weather images restoration using the task transformer and adaptive mixup strategy—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