SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 5175 of 127 papers

TitleStatusHype
Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-adaptive Attacks0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond0
Boundary-Aware Divide and Conquer: A Diffusion-Based Solution for Unsupervised Shadow Removal0
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation0
CRFormer: A Cross-Region Transformer for Shadow Removal0
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video0
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images0
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal0
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images0
Detail-Preserving Latent Diffusion for Stable Shadow Removal0
EAGLE: Large-scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery0
FASR-Net: Unsupervised Shadow Removal Leveraging Inherent Frequency Priors0
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal0
From Shadow Segmentation to Shadow Removal0
Generative Portrait Shadow Removal0
Grassmann Averages for Scalable Robust PCA0
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal0
Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks0
Interactive Shadow Removal and Ground Truth for Difficult Shadow Scenes0
Latent Feature-Guided Diffusion Models for Shadow Removal0
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images0
Learning Physical-Spatio-Temporal Features for Video Shadow Removal0
Learning Restoration is Not Enough: Transfering Identical Mapping for Single-Image Shadow Removal0
Leveraging Contrast Information for Efficient Document Shadow Removal0
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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