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Models/ShadowDiffusion (CVPR 2023) (512x512)

ShadowDiffusion (CVPR 2023) (512x512)

Reported on 12 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 Vision8 results

  • Image EditingonISTD+
    LPIPS· 2022-12-09
    0.222
    best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonISTD+
    PSNR· 2022-12-09
    27.87
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonISTD+
    RMSE· 2022-12-09
    3.1
    best: 2.53 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonISTD+
    SSIM· 2022-12-09
    0.839
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonISTD+
    LPIPS· 2022-12-09
    0.222
    best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonISTD+
    PSNR· 2022-12-09
    27.87
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonISTD+
    RMSE· 2022-12-09
    3.1
    best: 2.53 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonISTD+
    SSIM· 2022-12-09
    0.839
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711

Methodology4 results

  • 16konISTD+
    LPIPS· 2022-12-09
    0.222
    best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konISTD+
    PSNR· 2022-12-09
    27.87
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konISTD+
    RMSE· 2022-12-09
    3.1
    best: 2.53 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konISTD+
    SSIM· 2022-12-09
    0.839
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711