SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 317 papers

TitleStatusHype
Joint Depth Estimation and Mixture of Rain Removal From a Single ImageCode0
Masked Autoencoders as Image ProcessorsCode1
WM-MoE: Weather-aware Multi-scale Mixture-of-Experts for Blind Adverse Weather Removal—0
Learning A Sparse Transformer Network for Effective Image DerainingCode2
KBNet: Kernel Basis Network for Image RestorationCode2
Mixed Hierarchy Network for Image RestorationCode1
Image Restoration with Mean-Reverting Stochastic Differential EquationsCode2
Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model—0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition—0
Both Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation—0
Unsupervised Video Deraining with An Event CameraCode1
Learning Rain Location Prior for Nighttime DerainingCode1
SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing—0
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors—0
Relationship Quantification of Image Degradations—0
Stereo Image Rain Removal via Dual-View Mutual Attention—0
Potential Auto-driving Threat: Universal Rain-removal Attack—0
Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and DesnowingCode0
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity—0
Dual-Pixel Raindrop Removal—0
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration—0
Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network—0
TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement LearningCode1
Removing Rain Streaks via Task Transfer Learning—0
Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian ProcessCode0
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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