SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 317 papers

TitleStatusHype
Single Image Deraining: From Model-Based to Data-Driven and Beyond—0
Controlling the Rain: From Removal to Rendering—0
Single Image Deraining using Scale-Aware Multi-Stage Recurrent Network—0
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
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining—0
Sparsity-Aware Optimal Transport for Unsupervised Restoration Learning—0
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey—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
Confidence Measure Guided Single Image De-raining—0
Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image—0
Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes—0
Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation—0
Both Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation—0
TDiR: Transformer based Diffusion for Image Restoration Tasks—0
Boosting Image Restoration via Priors from Pre-trained Models—0
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors—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