| Regional Attention for Shadow Removal | ✓ Link | 2.53 | | | | RASM | 2024-11-21 |
| HomoFormer: Homogenized Transformer for Image Shadow Removal | ✓ Link | 2.88 | 28.53 | 0.857 | 0.196 | HomoFormer (CVPR 2024) (512x512) | 2024-01-01 |
| ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal | ✓ Link | 2.95 | 28.34 | 0.849 | 0.211 | ShadowMaskFormer (arXiv 2024) (512x512) | 2024-04-29 |
| Shadow Removal via Shadow Image Decomposition | ✓ Link | 2.96 | 28.31 | 0.866 | 0.183 | SP+M-Net (ICCV 2019) (512x512) | 2019-08-23 |
| Style-Guided Shadow Removal | ✓ Link | 2.98 | 28.25 | 0.849 | 0.205 | SG-ShadowNet (ECCV 2022) (512x512) | 2022-11-09 |
| Auto-Exposure Fusion for Single-Image Shadow Removal | ✓ Link | 2.99 | 28.07 | 0.853 | 0.189 | Auto (CVPR 2021) (512x512) | 2021-03-01 |
| ShadowFormer: Global Context Helps Image Shadow Removal | ✓ Link | 3.06 | 28.07 | 0.847 | 0.204 | ShadowFormer (AAAI 2023) (512x512) | 2023-02-03 |
| Bijective Mapping Network for Shadow Removal | ✓ Link | 3.06 | 27.74 | 0.848 | 0.212 | BMNet (CVPR 2022) (512x512) | 2022-01-01 |
| ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal | ✓ Link | 3.1 | 27.87 | 0.839 | 0.222 | ShadowDiffusion
(CVPR 2023) (512x512) | 2022-12-09 |
| From Shadow Generation to Shadow Removal | ✓ Link | 3.31 | 27.13 | 0.841 | 0.221 | G2R-ShadowNet (CVPR 2021) (512x512) | 2021-03-24 |
| Style-Guided Shadow Removal | ✓ Link | 3.32 | 26.8 | 0.717 | 0.369 | SG-ShadowNet (ECCV 2022) (256x256) | 2022-11-09 |
| Bijective Mapping Network for Shadow Removal | ✓ Link | 3.34 | 26.62 | 0.731 | 0.354 | BMNet (CVPR 2022) (256x256) | 2022-01-01 |
| Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal | ✓ Link | 3.36 | 27.32 | 0.829 | 0.252 | ST-CGAN (CVPR 2018) (512x512) | 2017-12-07 |
| HomoFormer: Homogenized Transformer for Image Shadow Removal | ✓ Link | 3.37 | 26.72 | 0.732 | 0.348 | HomoFormer (CVPR 2024) (256x256) | 2024-01-01 |
| Shadow Removal via Shadow Image Decomposition | ✓ Link | 3.37 | 26.58 | 0.717 | 0.373 | SP+M-Net (ICCV 2019) (256x256) | 2019-08-23 |
| ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal | ✓ Link | 3.39 | 26.57 | 0.698 | 0.395 | ShadowMaskFormer (arXiv 2024) (256x256) | 2024-04-29 |
| Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data | ✓ Link | 3.42 | 26.51 | 0.865 | 0.196 | Mask-ShadowGAN (ICCV 2019) (512x512) | 2019-03-26 |
| Direction-aware Spatial Context Features for Shadow Detection and Removal | ✓ Link | 3.44 | 26.53 | 0.738 | 0.347 | DSC (TPAMI 2020) (256x256) | 2018-05-12 |
| ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal | ✓ Link | 3.44 | 26.51 | 0.688 | 0.404 | ShadowDiffusion (CVPR 2023) (256x256) | 2022-12-09 |
| ShadowFormer: Global Context Helps Image Shadow Removal | ✓ Link | 3.45 | 26.55 | 0.728 | 0.35 | ShadowFormer (AAAI 2023) (256x256) | 2023-02-03 |
| Auto-Exposure Fusion for Single-Image Shadow Removal | ✓ Link | 3.53 | 26.1 | 0.718 | 0.365 | Auto (CVPR 2021) (256x256) | 2021-03-01 |
| DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network | ✓ Link | 3.64 | 26.06 | 0.835 | 0.234 | DC-ShadowNet (ICCV 2021) (512x512) | 2022-07-21 |
| Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data | ✓ Link | 3.7 | 25.5 | 0.72 | 0.377 | Mask-ShadowGAN (ICCV 2019) (256x256) | 2019-03-26 |
| Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal | ✓ Link | 3.77 | 25.74 | 0.691 | 0.408 | ST-CGAN (CVPR 2018)
(256x256) | 2017-12-07 |
| DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network | ✓ Link | 3.89 | 25.18 | 0.693 | 0.406 | DC-ShadowNet (ICCV 2021) (256x256) | 2022-07-21 |
| From Shadow Generation to Shadow Removal | ✓ Link | 4.37 | 24.23 | 0.696 | 0.396 | G2R-ShadowNet (CVPR 2021) (256x256) | 2021-03-24 |