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