Shadow Removal on SRD (test)
34.73PSNR (All Image)ShadowDiffusion
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ShadowDiffusionYear=2023, Mask-free=No2024.12 | 34.73 | — | — | — | — | — | — | — | 97 | |
| HomoFormerYear=2024, Mask-free=No2024.12 | 34.36 | — | — | — | — | — | — | — | 97.7 | |
| DeS3Year=2024, Mask-free=Yes2024.12 | 34.11 | — | — | — | — | — | — | — | 96.8 | |
| DMTNYear=2023, Mask-free=No2024.12 | 33.77 | — | — | — | — | — | — | — | 96.8 | |
| Detail-Preserving Latent DiffusionMask-free=Yes2024.12 | 33.63 | — | — | — | — | — | — | — | 96.8 | |
| Ours-LargeResolution=256x2562023.02 | 32.9 | 4.04 | 5.9 | 3.44 | 36.91 | 98.9 | 36.22 | 98.9 | 95.8 | |
| ShadowFormerYear=2023, Mask-free=No2024.12 | 32.9 | — | — | — | — | — | — | — | 95.8 | |
| OmniSRYear=2024, Mask-free=Yes2024.12 | 32.87 | — | — | — | — | — | — | — | 96.9 | |
| Ours-SmallResolution=256x2562023.02 | 32.38 | 4.09 | 6.05 | 3.55 | 36.13 | 98.8 | 35.95 | 98.6 | 95.5 | |
| Zhu et al.Year=2022, Mask-free=No2024.12 | 32.05 | — | — | — | — | — | — | — | 96.5 | |
| BMNetYear=2022, Mask-free=No2024.12 | 31.97 | — | — | — | — | — | — | — | 96.5 | |
| TBRNetYear=2023, Mask-free=Yes2024.12 | 31.83 | — | — | — | — | — | — | — | 95.3 | |
| Zhu et al.Resolution=256x2562023.02 | 31.72 | 4.79 | 7.44 | 3.74 | 34.94 | 98 | 35.85 | 98.2 | 95.2 | |
| InstanceShadowYear=2024, Mask-free=No2024.12 | 31.61 | — | — | — | — | — | — | — | 95.9 | |
| RefusionYear=2023, Mask-free=Yes2024.12 | 31.6 | — | — | — | — | — | — | — | 94.9 | |
| DHANResolution=256x2562023.02 | 30.51 | 5.67 | 8.94 | 4.8 | 33.67 | 97.8 | 34.79 | 97.9 | 94.9 | |
| AutoExposureYear=2021, Mask-free=No2024.12 | 29.24 | — | — | — | — | — | — | — | 93.8 | |
| Fu et al.Resolution=256x2562023.02 | 28.4 | 6.5 | 9.55 | 5.74 | 32.26 | 96.6 | 31.87 | 94.5 | 89.3 | |
| TGPNet2026.04 | 27.97 | — | — | — | — | — | — | — | 87.39 | |
| DSCResolution=256x2562023.02 | 27.76 | 5.71 | 8.62 | 4.41 | 30.65 | 96 | 31.94 | 96.5 | 90.3 | |
| CR-former2026.04 | 27.53 | — | — | — | — | — | — | — | 87.19 | |
| AdaIR2026.04 | 25.53 | — | — | — | — | — | — | — | 86.25 | |
| PromptIR2026.04 | 25.17 | — | — | — | — | — | — | — | 85.92 | |
| MOCE-IR2026.04 | 25.01 | — | — | — | — | — | — | — | 85.96 | |
| Art2026.04 | 23.92 | — | — | — | — | — | — | — | 81.03 | |
| Input ImageResolution=256x2562023.02 | 18.19 | 14.05 | 36.69 | 4.83 | 18.96 | 87.1 | 31.47 | 97.5 | 83 | |
| Auto-exposure Fusion NetworkEvaluation mask=Public masks provided by DHAN [4]2021.03 | — | 6.51 | 8.56 | 5.75 | — | — | — | — | — | |
| DC-ShadowNetTraining=Unpaired2022.07 | — | 4.66 | 7.7 | 3.39 | — | — | — | — | — | |
| DeshadowNet2018.05 | — | 6.64 | — | — | — | — | — | — | — | |
| DeshadowNet2021.03 | — | 6.64 | 11.78 | 4.84 | — | — | — | — | — | |
| DeShadowNetTraining=Paired2022.07 | — | 5.11 | 3.57 | 8.82 | — | — | — | — | — | |
| DHAN2021.03 | — | 5.67 | 8.94 | 4.8 | — | — | — | — | — | |
| DSCColor adjustment=without2018.05 | — | 6.21 | — | — | — | — | — | — | — | |
| DSC2021.03 | — | 6.23 | 10.89 | 4.99 | — | — | — | — | — | |
| DSCTraining=Paired2022.07 | — | 4.86 | 8.81 | 3.23 | — | — | — | — | — | |
| Gong et al.2018.05 | — | 8.73 | — | — | — | — | — | — | — | |
| Gong et al.2022.07 | — | 12.35 | 25.43 | 6.91 | — | — | — | — | — | |
| Guo et al.2018.05 | — | 12.6 | — | — | — | — | — | — | — | |
| Guo et al.2021.03 | — | 12.6 | 29.89 | 6.47 | — | — | — | — | — | |
| Guo et al.Resolution=256x2562023.02 | — | 12.6 | 29.89 | 6.47 | — | — | — | — | — | |
| Input Image2021.03 | — | 14.11 | 40.28 | 4.76 | — | — | — | — | — | |
| Input Image2022.07 | — | 13.77 | 37.4 | 3.96 | — | — | — | — | — | |
| Mask-ShadowGANTraining=Unpaired2022.07 | — | 6.4 | 11.46 | 4.29 | — | — | — | — | — | |
| Yang et al.2018.05 | — | 22.57 | — | — | — | — | — | — | — |