| Regional Attention for Shadow Removal | ✓ Link | 3.37 | | | | RASM | 2024-11-21 |
| HomoFormer: Homogenized Transformer for Image Shadow Removal | ✓ Link | 3.62 | 26.21 | 0.827 | 0.219 | HomoFormer (CVPR 2024) (512x512) | 2024-01-01 |
| DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network | ✓ Link | 3.68 | 26.47 | 0.808 | 0.255 | DC-ShadowNet (ICCV 2021) (512x512) | 2022-07-21 |
| Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data | ✓ Link | 3.83 | 25.98 | 0.803 | 0.27 | Mask-ShadowGAN (ICCV 2019) (512x512) | 2019-03-26 |
| ShadowFormer: Global Context Helps Image Shadow Removal | ✓ Link | 3.9 | 25.6 | 0.819 | 0.228 | ShadowFormer (AAAI 2023) (512x512) | 2023-02-03 |
| Direction-aware Spatial Context Features for Shadow Detection and Removal | ✓ Link | 3.97 | 25.46 | 0.678 | 0.412 | DSC (TPAMI 2020) (256x256) | 2018-05-12 |
| Bijective Mapping Network for Shadow Removal | ✓ Link | 4 | 25.39 | 0.82 | 0.225 | BMNet (CVPR 2022) (512x512) | 2022-01-01 |
| Style-Guided Shadow Removal | ✓ Link | 4.01 | 25.56 | 0.786 | 0.279 | SG-ShadowNet (ECCV 2022) (512x512) | 2022-11-09 |
| ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal | ✓ Link | 4.15 | 25.13 | 0.798 | 0.249 | ShadowMaskFormer (arXiv 2024) (512x512) | 2024-04-29 |
| Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal | ✓ Link | 4.15 | 25.08 | 0.637 | 0.443 | ST-CGAN (CVPR 2018)
(256x256) | 2017-12-07 |
| HomoFormer: Homogenized Transformer for Image Shadow Removal | ✓ Link | 4.17 | 24.64 | 0.723 | 0.325 | HomoFormer (CVPR 2024) (256x256) | 2024-01-01 |
| DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network | ✓ Link | 4.27 | 24.72 | 0.67 | 0.383 | DC-ShadowNet (ICCV 2021) (256x256) | 2022-07-21 |
| Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data | ✓ Link | 4.32 | 24.67 | 0.662 | 0.427 | Mask-ShadowGAN (ICCV 2019) (256x256) | 2019-03-26 |
| Shadow Removal via Shadow Image Decomposition | ✓ Link | 4.35 | 24.89 | 0.792 | 0.269 | SP+M-Net (ICCV 2019) (512x512) | 2019-08-23 |
| Bijective Mapping Network for Shadow Removal | ✓ Link | 4.39 | 24.24 | 0.721 | 0.327 | BMNet (CVPR 2022) (256x256) | 2022-01-01 |
| ShadowFormer: Global Context Helps Image Shadow Removal | ✓ Link | 4.44 | 24.28 | 0.715 | 0.348 | ShadowFormer (AAAI 2023) (256x256) | 2023-02-03 |
| Style-Guided Shadow Removal | ✓ Link | 4.6 | 24.1 | 0.636 | 0.443 | SG-ShadowNet (ECCV 2022) (256x256) | 2022-11-09 |
| ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal | ✓ Link | 4.69 | 23.85 | 0.671 | 0.386 | ShadowMaskFormer (arXiv 2024) (256x256) | 2024-04-29 |
| Auto-Exposure Fusion for Single-Image Shadow Removal | ✓ Link | 4.71 | 24.32 | 0.8 | 0.247 | Auto (CVPR 2021) (512x512) | 2021-03-01 |
| ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal | ✓ Link | 4.84 | 23.26 | 0.684 | 0.363 | ShadowDiffusion (CVPR 2023) (256x256) | 2022-12-09 |
| ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal | ✓ Link | 5.11 | 23.09 | 0.804 | 0.24 | ShadowDiffusion (CVPR 2023) (512x512) | 2022-12-09 |
| Auto-Exposure Fusion for Single-Image Shadow Removal | ✓ Link | 5.37 | 23.2 | 0.694 | 0.37 | Auto (CVPR 2021) (256x256) | 2021-03-01 |
| Shadow Removal via Shadow Image Decomposition | ✓ Link | 5.68 | 22.25 | 0.636 | 0.444 | SP+M-Net (ICCV 2019) (256x256) | 2019-08-23 |
| From Shadow Generation to Shadow Removal | ✓ Link | 5.72 | 22.44 | 0.765 | 0.302 | G2R-ShadowNet (CVPR 2021) (512x512) | 2021-03-24 |
| From Shadow Generation to Shadow Removal | ✓ Link | 6.08 | 21.72 | 0.619 | 0.46 | G2R-ShadowNet (CVPR 2021) (256x256) | 2021-03-24 |