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Models/DSC (TPAMI 2020) (256x256)

DSC (TPAMI 2020) (256x256)

Reported on 24 benchmarks across 3 tasks · 1 paper · 12 SOTA

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· 2018-05-12
    0.412
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Image EditingonSRD
    PSNR· 2018-05-12
    25.46
    best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Image EditingonSRD
    RMSE· 2018-05-12
    3.97
    best: 3.37 (RASM)
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Image EditingonSRD
    SSIM· 2018-05-12
    0.678
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Shadow RemovalonSRD
    LPIPS· 2018-05-12
    0.412
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Shadow RemovalonSRD
    PSNR· 2018-05-12
    25.46
    best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Shadow RemovalonSRD
    RMSE· 2018-05-12
    3.97
    best: 3.37 (RASM)
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Shadow RemovalonSRD
    SSIM· 2018-05-12
    0.678
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Image EditingonISTD+
    LPIPS· 2018-05-12
    0.347
    best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Image EditingonISTD+
    PSNR· 2018-05-12
    26.53
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Image EditingonISTD+
    RMSE· 2018-05-12
    3.44
    best: 2.53 (RASM)
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Image EditingonISTD+
    SSIM· 2018-05-12
    0.738
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Shadow RemovalonISTD+
    LPIPS· 2018-05-12
    0.347
    best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Shadow RemovalonISTD+
    PSNR· 2018-05-12
    26.53
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Shadow RemovalonISTD+
    RMSE· 2018-05-12
    3.44
    best: 2.53 (RASM)
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • Shadow RemovalonISTD+
    SSIM· 2018-05-12
    0.738
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635

Methodology8 results

  • 16konSRD
    LPIPS· 2018-05-12
    0.412
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • 16konSRD
    PSNR· 2018-05-12
    25.46
    best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • 16konSRD
    RMSE· 2018-05-12
    3.97
    best: 3.37 (RASM)
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • 16konSRD
    SSIM· 2018-05-12
    0.678
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • 16konISTD+
    LPIPS· 2018-05-12
    0.347
    best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • 16konISTD+
    PSNR· 2018-05-12
    26.53
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • 16konISTD+
    RMSE· 2018-05-12
    3.44
    best: 2.53 (RASM)
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635
  • 16konISTD+
    SSIM· 2018-05-12
    0.738
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    Direction-aware Spatial Context Features for Shadow Detection and RemovalarXiv:1805.04635