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Models/DC-ShadowNet (ICCV 2021) (256x256)

DC-ShadowNet (ICCV 2021) (256x256)

Reported on 24 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision16 results

Image EditingonSRD
LPIPS· 2022-07-21
0.383
best: 0.219 (HomoFormer (CVPR 2024) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Image EditingonSRD
PSNR· 2022-07-21
24.72
best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Image EditingonSRD
RMSE· 2022-07-21
4.27
best: 3.37 (RASM)
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Image EditingonSRD
SSIM· 2022-07-21
0.67
best: 0.827 (HomoFormer (CVPR 2024) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Image EditingonISTD+
LPIPS· 2022-07-21
0.406
best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Image EditingonISTD+
PSNR· 2022-07-21
25.18
best: 28.53 (HomoFormer (CVPR 2024) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Image EditingonISTD+
RMSE· 2022-07-21
3.89
best: 2.53 (RASM)
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Image EditingonISTD+
SSIM· 2022-07-21
0.693
best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Shadow RemovalonSRD
LPIPS· 2022-07-21
0.383
best: 0.219 (HomoFormer (CVPR 2024) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Shadow RemovalonSRD
PSNR· 2022-07-21
24.72
best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Shadow RemovalonSRD
RMSE· 2022-07-21
4.27
best: 3.37 (RASM)
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Shadow RemovalonSRD
SSIM· 2022-07-21
0.67
best: 0.827 (HomoFormer (CVPR 2024) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Shadow RemovalonISTD+
LPIPS· 2022-07-21
0.406
best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Shadow RemovalonISTD+
PSNR· 2022-07-21
25.18
best: 28.53 (HomoFormer (CVPR 2024) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Shadow RemovalonISTD+
RMSE· 2022-07-21
3.89
best: 2.53 (RASM)
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
Shadow RemovalonISTD+
SSIM· 2022-07-21
0.693
best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434

Methodology8 results

16konSRD
LPIPS· 2022-07-21
0.383
best: 0.219 (HomoFormer (CVPR 2024) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
16konSRD
PSNR· 2022-07-21
24.72
best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
16konSRD
RMSE· 2022-07-21
4.27
best: 3.37 (RASM)
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
16konSRD
SSIM· 2022-07-21
0.67
best: 0.827 (HomoFormer (CVPR 2024) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
16konISTD+
LPIPS· 2022-07-21
0.406
best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
16konISTD+
PSNR· 2022-07-21
25.18
best: 28.53 (HomoFormer (CVPR 2024) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
16konISTD+
RMSE· 2022-07-21
3.89
best: 2.53 (RASM)
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434
16konISTD+
SSIM· 2022-07-21
0.693
best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network arXiv:2207.10434