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Models/ShadowDiffusion (CVPR 2023) (512x512)

ShadowDiffusion (CVPR 2023) (512x512)

Reported on 12 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision8 results

  • Image EditingonSRD
    LPIPS· 2022-12-09
    0.24
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonSRD
    LPIPS· 2022-12-09
    0.24
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonSRD
    PSNR· 2022-12-09
    23.09
    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
    5.11
    best: 3.37 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Image EditingonSRD
    SSIM· 2022-12-09
    0.804
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonSRD
    PSNR· 2022-12-09
    23.09
    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
    5.11
    best: 3.37 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • Shadow RemovalonSRD
    SSIM· 2022-12-09
    0.804
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711

Methodology4 results

  • 16konSRD
    LPIPS· 2022-12-09
    0.24
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konSRD
    PSNR· 2022-12-09
    23.09
    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
    5.11
    best: 3.37 (RASM)
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711
  • 16konSRD
    SSIM· 2022-12-09
    0.804
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalarXiv:2212.04711