SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 317 papers

TitleStatusHype
Learning A Coarse-to-Fine Diffusion Transformer for Image RestorationCode1
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention—0
Towards General and Fast Video Derain via Knowledge Distillation—0
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain RemovalCode1
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
PromptIR: Prompting for All-in-One Blind Image RestorationCode2
HQ-50K: A Large-scale, High-quality Dataset for Image RestorationCode1
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather ConditionsCode1
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining—0
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation—0
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining—0
WaveDM: Wavelet-Based Diffusion Models for Image RestorationCode1
Reciprocal Attention Mixing Transformer for Lightweight Image RestorationCode1
A Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG^2+ Track 3Code0
Event-Aware Video Deraining via Multi-Patch Progressive LearningCode1
A Mountain-Shaped Single-Stage Network for Accurate Image RestorationCode1
Restormer-Plus for Real World Image Deraining: One State-of-the-Art Solution to the GT-RAIN Challenge (CVPR 2023 UG2+ Track 3)Code1
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the DarkCode0
Single Image Deraining via Feature-based Deep Convolutional Neural Network—0
Sparsity-Aware Optimal Transport for Unsupervised Restoration Learning—0
IRNeXt: Rethinking Convolutional Network Design for Image RestorationCode1
Selective Frequency Network for Image RestorationCode1
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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