SOTAVerified

Rain Removal

Papers

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Showing 176–200 of 317 papers

TitleStatusHype
Learning Dual Convolutional Neural Networks for Low-Level Vision—0
Learning Frequency-Aware Dynamic Transformers for All-In-One Image Restoration—0
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention—0
Leveraging Scene Geometry and Depth Information for Robust Image Deraining—0
Light Field Raindrop Removal via 4D Re-sampling—0
Lightweight Pyramid Networks for Image Deraining—0
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles—0
Efficient Concertormer for Image Deblurring and Beyond—0
MBA-RainGAN: Multi-branch Attention Generative Adversarial Network for Mixture of Rain Removal from Single Images—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
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
Multiple weather images restoration using the task transformer and adaptive mixup strategy—0
Multi-Scale Representation Learning for Image Restoration with State-Space Model—0
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining—0
Neural Compression-Based Feature Learning for Video Restoration—0
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction—0
Non-local Channel Aggregation Network for Single Image Rain Removal—0
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques—0
Online-updated High-order Collaborative Networks for Single Image Deraining—0
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation—0
Physical Model Guided Deep Image Deraining—0
Physics-Based Generative Adversarial Models for Image Restoration 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