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Models/ShadowRefiner

ShadowRefiner

Reported on 12 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision8 results

  • Image EditingonWSRD+
    LPIPS· 2024-04-18
    0.0854
    SOTA
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • Image EditingonWSRD+
    PSNR· 2024-04-18
    26.04
    SOTA
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • Image EditingonWSRD+
    SSIM· 2024-04-18
    0.827
    SOTA
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • Shadow RemovalonWSRD+
    LPIPS· 2024-04-18
    0.0854
    SOTA
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • Shadow RemovalonWSRD+
    PSNR· 2024-04-18
    26.04
    SOTA
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • Shadow RemovalonWSRD+
    SSIM· 2024-04-18
    0.827
    SOTA
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • Image EditingonISTD
    MAE· 2024-04-18
    5.45
    best: 4.79 (ShadowFormer)
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • Shadow RemovalonISTD
    MAE· 2024-04-18
    5.45
    best: 4.79 (ShadowFormer)
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559

Methodology4 results

  • 16konWSRD+
    LPIPS· 2024-04-18
    0.0854
    SOTA
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • 16konWSRD+
    PSNR· 2024-04-18
    26.04
    SOTA
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • 16konWSRD+
    SSIM· 2024-04-18
    0.827
    SOTA
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559
  • 16konISTD
    MAE· 2024-04-18
    5.45
    best: 4.79 (ShadowFormer)
    ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerarXiv:2406.02559