Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DC-ShadowNet (ICCV 2021) (512x512) | 26.47 | No | DC-ShadowNet: Single-Image Hard and Soft Shadow ... | 2022-07-21 | Code |
| 2 | HomoFormer (CVPR 2024) (512x512) | 26.21 | No | - | - | Code |
| 3 | Mask-ShadowGAN (ICCV 2019) (512x512) | 25.98 | No | Mask-ShadowGAN: Learning to Remove Shadows from ... | 2019-03-26 | Code |
| 4 | ShadowFormer (AAAI 2023) (512x512) | 25.6 | No | ShadowFormer: Global Context Helps Image Shadow ... | 2023-02-03 | Code |
| 5 | SG-ShadowNet (ECCV 2022) (512x512) | 25.56 | No | - | - | Code |
| 6 | DSC (TPAMI 2020) (256x256) | 25.46 | No | Direction-aware Spatial Context Features for Sha... | 2018-05-12 | Code |
| 7 | BMNet (CVPR 2022) (512x512) | 25.39 | No | - | - | Code |
| 8 | ShadowMaskFormer (arXiv 2024) (512x512) | 25.13 | No | ShadowMaskFormer: Mask Augmented Patch Embedding... | 2024-04-29 | Code |
| 9 | ST-CGAN (CVPR 2018) (256x256) | 25.08 | No | Stacked Conditional Generative Adversarial Netwo... | 2017-12-07 | Code |
| 10 | SP+M-Net (ICCV 2019) (512x512) | 24.89 | No | Shadow Removal via Shadow Image Decomposition | 2019-08-23 | Code |
| 11 | DC-ShadowNet (ICCV 2021) (256x256) | 24.72 | No | DC-ShadowNet: Single-Image Hard and Soft Shadow ... | 2022-07-21 | Code |
| 12 | Mask-ShadowGAN (ICCV 2019) (256x256) | 24.67 | No | Mask-ShadowGAN: Learning to Remove Shadows from ... | 2019-03-26 | Code |
| 13 | HomoFormer (CVPR 2024) (256x256) | 24.64 | No | - | - | Code |
| 14 | Auto (CVPR 2021) (512x512) | 24.32 | No | Auto-Exposure Fusion for Single-Image Shadow Rem... | 2021-03-01 | Code |
| 15 | ShadowFormer (AAAI 2023) (256x256) | 24.28 | No | ShadowFormer: Global Context Helps Image Shadow ... | 2023-02-03 | Code |
| 16 | BMNet (CVPR 2022) (256x256) | 24.24 | No | - | - | Code |
| 17 | SG-ShadowNet (ECCV 2022) (256x256) | 24.1 | No | - | - | Code |
| 18 | ShadowMaskFormer (arXiv 2024) (256x256) | 23.85 | No | ShadowMaskFormer: Mask Augmented Patch Embedding... | 2024-04-29 | Code |
| 19 | ShadowDiffusion (CVPR 2023) (256x256) | 23.26 | No | ShadowDiffusion: When Degradation Prior Meets Di... | 2022-12-09 | Code |
| 20 | Auto (CVPR 2021) (256x256) | 23.2 | No | Auto-Exposure Fusion for Single-Image Shadow Rem... | 2021-03-01 | Code |
| 21 | ShadowDiffusion (CVPR 2023) (512x512) | 23.09 | No | ShadowDiffusion: When Degradation Prior Meets Di... | 2022-12-09 | Code |
| 22 | G2R-ShadowNet (CVPR 2021) (512x512) | 22.44 | No | From Shadow Generation to Shadow Removal | 2021-03-24 | Code |
| 23 | SP+M-Net (ICCV 2019) (256x256) | 22.25 | No | Shadow Removal via Shadow Image Decomposition | 2019-08-23 | Code |
| 24 | G2R-ShadowNet (CVPR 2021) (256x256) | 21.72 | No | From Shadow Generation to Shadow Removal | 2021-03-24 | Code |