SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 317 papers

TitleStatusHype
Single Image Deraining via Feature-based Deep Convolutional Neural Network—0
Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network—0
Single Image Deraining via Scale-space Invariant Attention Neural Network—0
SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing—0
Snow Mask Guided Adaptive Residual Network for Image Snow Removal—0
Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression—0
Sparsity-Aware Optimal Transport for Unsupervised Restoration Learning—0
Specularity Factorization for Low-Light Enhancement—0
SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams—0
Imitating the Functionality of Image-to-Image Models Using a Single Example—0
Stereo Image Rain Removal via Dual-View Mutual Attention—0
Structural Residual Learning for Single Image Rain Removal—0
Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image—0
Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes—0
TDiR: Transformer based Diffusion for Image Restoration Tasks—0
Towards a Unified Approach to Single Image Deraining and Dehazing—0
Towards General and Fast Video Derain via Knowledge Distillation—0
Towards Safer Transportation: a self-supervised learning approach for traffic video deraining—0
Towards Unified Deep Image Deraining: A Survey and A New Benchmark—0
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining—0
UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop Removal from A Single Image—0
Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images—0
Unpaired Deep Image Deraining Using Dual Contrastive Learning—0
Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer—0
Unpaired Photo-realistic Image Deraining with Energy-informed Diffusion Model—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