SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 125 of 127 papers

TitleStatusHype
Image Restoration via Multi-domain LearningCode1
Retinex-guided Histogram Transformer for Mask-free Shadow RemovalCode0
FASR-Net: Unsupervised Shadow Removal Leveraging Inherent Frequency Priors0
Leveraging Contrast Information for Efficient Document Shadow Removal0
Prompt-Aware Controllable Shadow Removal0
Towards Hard and Soft Shadow Removal via Dual-Branch Separation Network and Vision Transformer0
SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal0
Detail-Preserving Latent Diffusion for Stable Shadow Removal0
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation0
Regional Attention for Shadow RemovalCode1
WavShadow: Wavelet Based Shadow Segmentation and Removal0
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal0
Generative Portrait Shadow Removal0
OmniSR: Shadow Removal under Direct and Indirect LightingCode1
SoftShadow: Leveraging Penumbra-Aware Soft Masks for Shadow RemovalCode0
Shadow Removal Refinement via Material-Consistent Shadow Edges0
Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal0
Diff-Shadow: Global-guided Diffusion Model for Shadow RemovalCode0
Single-Image Shadow Removal Using Deep Learning: A Comprehensive SurveyCode3
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal0
Cross-Modal Spherical Aggregation for Weakly Supervised Remote Sensing Shadow RemovalCode0
ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow RemovalCode1
ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerCode2
S3R-Net: A Single-Stage Approach to Self-Supervised Shadow RemovalCode1
Accurate Tennis Court Line Detection on Amateur Recorded Matches0
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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