SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 317 papers

TitleStatusHype
Distilling Semantic Priors from SAM to Efficient Image Restoration Models—0
GT-Rain Single Image Deraining Challenge Report—0
TRG-Net: An Interpretable and Controllable Rain GeneratorCode0
Gabor-guided transformer for single image deraining—0
Boosting Image Restoration via Priors from Pre-trained Models—0
NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving ScenesCode0
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style TransferCode0
Dual-Path Coupled Image Deraining Network via Spatial-Frequency InteractionCode0
DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining—0
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction—0
ViStripformer: A Token-Efficient Transformer for Versatile Video RestorationCode0
End-to-end Rain Streak Removal with RAW Images—0
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration—0
See SIFT in a RainCode0
Towards Unified Deep Image Deraining: A Survey and A New Benchmark—0
EGVD: Event-Guided Video DerainingCode0
Multi-dimension Queried and Interacting Network for Stereo Image DerainingCode0
Latent Degradation Representation Constraint for Single Image DerainingCode0
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention—0
Towards General and Fast Video Derain via Knowledge Distillation—0
A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining—0
Decomposition Ascribed Synergistic Learning for Unified Image Restoration—0
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining—0
Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images—0
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining—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