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Models/ShadowDiffusion (CVPR 2023) (256x256)

ShadowDiffusion (CVPR 2023) (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· 2022-12-09
    0.363
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonSRD
    PSNR· 2022-12-09
    23.26
    best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonSRD
    RMSE· 2022-12-09
    4.84
    best: 3.37 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonSRD
    SSIM· 2022-12-09
    0.684
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonISTD+
    LPIPS· 2022-12-09
    0.404
    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
    26.51
    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
    3.44
    best: 2.53 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonISTD+
    SSIM· 2022-12-09
    0.688
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonSRD
    LPIPS· 2022-12-09
    0.363
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonSRD
    PSNR· 2022-12-09
    23.26
    best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonSRD
    RMSE· 2022-12-09
    4.84
    best: 3.37 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonSRD
    SSIM· 2022-12-09
    0.684
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonISTD+
    LPIPS· 2022-12-09
    0.404
    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
    26.51
    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
    3.44
    best: 2.53 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonISTD+
    SSIM· 2022-12-09
    0.688
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711

Methodology8 results

  • 16konSRD
    LPIPS· 2022-12-09
    0.363
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konSRD
    PSNR· 2022-12-09
    23.26
    best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konSRD
    RMSE· 2022-12-09
    4.84
    best: 3.37 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konSRD
    SSIM· 2022-12-09
    0.684
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konISTD+
    LPIPS· 2022-12-09
    0.404
    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
    26.51
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konISTD+
    RMSE· 2022-12-09
    3.44
    best: 2.53 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konISTD+
    SSIM· 2022-12-09
    0.688
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711