SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 5175 of 127 papers

TitleStatusHype
A Decoupled Multi-Task Network for Shadow RemovalCode1
Leveraging Inpainting for Single-Image Shadow RemovalCode1
ShadowFormer: Global Context Helps Image Shadow RemovalCode1
Structure-Informed Shadow Removal Networks0
Boundary-Aware Divide and Conquer: A Diffusion-Based Solution for Unsupervised Shadow Removal0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition0
Document Image Shadow Removal Guided by Color-Aware BackgroundCode1
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalCode1
Shadow Removal by High-Quality Shadow SynthesisCode0
ShaDocNet: Learning Spatial-Aware Tokens in Transformer for Document Shadow RemovalCode1
Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware LearningCode1
DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT SimilarityCode1
Style-Guided Shadow RemovalCode1
Document Shadow Removal with Foreground Detection Learning From Fully Synthetic ImagesCode0
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow RemovalCode0
LAB-Net: LAB Color-Space Oriented Lightweight Network for Shadow RemovalCode1
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided NetworkCode2
CRFormer: A Cross-Region Transformer for Shadow Removal0
SpA-Former: Transformer image shadow detection and removal via spatial attentionCode2
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video0
Shadow-Aware Dynamic Convolution for Shadow RemovalCode0
UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal0
Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic DataCode1
Efficient Model-Driven Network for Shadow RemovalCode0
Bijective Mapping Network for Shadow RemovalCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Gong et al.MAE8.53Unverified
2ST-CGANMAE7.47Unverified
3DSCMAE6.67Unverified
4Zhang et al.MAE6.62Unverified
5DHANMAE6.37Unverified
6DC-ShadowNetMAE5.88Unverified
7DHAN+DAMAE5.76Unverified
8ShadowRefinerMAE5.45Unverified
9ResfusionMAE4.81Unverified
10ShadowFormerMAE4.79Unverified
#ModelMetricClaimedVerifiedStatus
1G2R-ShadowNet (CVPR 2021) (256x256)RMSE6.08Unverified
2G2R-ShadowNet (CVPR 2021) (512x512)RMSE5.72Unverified
3SP+M-Net (ICCV 2019) (256x256)RMSE5.68Unverified
4Auto (CVPR 2021) (256x256)RMSE5.37Unverified
5ShadowDiffusion (CVPR 2023) (512x512)RMSE5.11Unverified
6ShadowDiffusion (CVPR 2023) (256x256)RMSE4.84Unverified
7Auto (CVPR 2021) (512x512)RMSE4.71Unverified
8ShadowMaskFormer (arXiv 2024) (256x256)RMSE4.69Unverified
9SG-ShadowNet (ECCV 2022) (256x256)RMSE4.6Unverified
10ShadowFormer (AAAI 2023) (256x256)RMSE4.44Unverified
#ModelMetricClaimedVerifiedStatus
1ShadowRefinerLPIPS0.09Unverified