SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 317 papers

TitleStatusHype
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal—0
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration—0
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining—0
Dual-Pixel Raindrop Removal—0
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration—0
End-to-end Inception-Unet based Generative Adversarial Networks for Snow and Rain Removals—0
End-to-end Rain Streak Removal with RAW Images—0
Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos—0
Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images—0
Fast Single Image Rain Removal via a Deep Decomposition-Composition Network—0
Feature-Aligned Video Raindrop Removal with Temporal Constraints—0
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining—0
Gabor-guided transformer for single image deraining—0
GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation—0
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction—0
Gradient Information Guided Deraining with A Novel Network and Adversarial Training—0
GT-Rain Single Image Deraining Challenge Report—0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning—0
Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving—0
Image Deraining via Self-supervised Reinforcement Learning—0
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions—0
Adversarial Rain Attack and Defensive Deraining for DNN Perception—0
Joint Bi-Layer Optimization for Single-Image Rain Streak Removal—0
KNN Local Attention for Image Restoration—0
Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond—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