SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 2650 of 127 papers

TitleStatusHype
BEDSR-Net: A Deep Shadow Removal Network From a Single Document ImageCode1
Intrinsic Decomposition of Document Images In-the-WildCode1
S3R-Net: A Single-Stage Approach to Self-Supervised Shadow RemovalCode1
ShadowFormer: Global Context Helps Image Shadow RemovalCode1
From Shadow Generation to Shadow RemovalCode1
Shadow Removal via Shadow Image DecompositionCode1
Image Restoration via Multi-domain LearningCode1
Leveraging Inpainting for Single-Image Shadow RemovalCode1
Regional Attention for Shadow RemovalCode1
Document Image Shadow Removal Guided by Color-Aware BackgroundCode1
CANet: A Context-Aware Network for Shadow RemovalCode1
A Decoupled Multi-Task Network for Shadow RemovalCode1
ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow RemovalCode1
A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow RemovalCode1
Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware LearningCode1
DeshadowNet: A Multi-Context Embedding Deep Network for Shadow RemovalCode0
ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow RemovalCode0
Robust Graph Learning from Noisy DataCode0
SAM-helps-Shadow:When Segment Anything Model meet shadow removalCode0
Shadow-Aware Dynamic Convolution for Shadow RemovalCode0
Retinex-guided Histogram Transformer for Mask-free Shadow RemovalCode0
Cross-Modal Spherical Aggregation for Weakly Supervised Remote Sensing Shadow RemovalCode0
RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow RemovalCode0
NTIRE 2023 Image Shadow Removal Challenge Technical Report: Team IIM_TTICode0
Mask-ShadowNet: Towards Shadow Removal via Masked Adaptive Instance NormalizationCode0
Show:102550
← PrevPage 2 of 6Next →

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