TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Auto (CVPR 2021) (512x512)

Auto (CVPR 2021) (512x512)

Reported on 24 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 Vision16 results

  • Image EditingonSRD
    LPIPS· 2021-03-01
    0.247
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Shadow RemovalonSRD
    LPIPS· 2021-03-01
    0.247
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Image EditingonSRD
    PSNR· 2021-03-01
    24.32
    best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Image EditingonSRD
    RMSE· 2021-03-01
    4.71
    best: 3.37 (RASM)
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Image EditingonSRD
    SSIM· 2021-03-01
    0.8
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Image EditingonISTD+
    LPIPS· 2021-03-01
    0.189
    best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Image EditingonISTD+
    PSNR· 2021-03-01
    28.07
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Image EditingonISTD+
    RMSE· 2021-03-01
    2.99
    best: 2.53 (RASM)
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Image EditingonISTD+
    SSIM· 2021-03-01
    0.853
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Shadow RemovalonSRD
    PSNR· 2021-03-01
    24.32
    best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Shadow RemovalonSRD
    RMSE· 2021-03-01
    4.71
    best: 3.37 (RASM)
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Shadow RemovalonSRD
    SSIM· 2021-03-01
    0.8
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Shadow RemovalonISTD+
    LPIPS· 2021-03-01
    0.189
    best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Shadow RemovalonISTD+
    PSNR· 2021-03-01
    28.07
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Shadow RemovalonISTD+
    RMSE· 2021-03-01
    2.99
    best: 2.53 (RASM)
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • Shadow RemovalonISTD+
    SSIM· 2021-03-01
    0.853
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255

Methodology8 results

  • 16konSRD
    LPIPS· 2021-03-01
    0.247
    best: 0.219 (HomoFormer (CVPR 2024) (512x512))
    SOTA
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • 16konSRD
    PSNR· 2021-03-01
    24.32
    best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • 16konSRD
    RMSE· 2021-03-01
    4.71
    best: 3.37 (RASM)
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • 16konSRD
    SSIM· 2021-03-01
    0.8
    best: 0.827 (HomoFormer (CVPR 2024) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • 16konISTD+
    LPIPS· 2021-03-01
    0.189
    best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • 16konISTD+
    PSNR· 2021-03-01
    28.07
    best: 28.53 (HomoFormer (CVPR 2024) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • 16konISTD+
    RMSE· 2021-03-01
    2.99
    best: 2.53 (RASM)
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255
  • 16konISTD+
    SSIM· 2021-03-01
    0.853
    best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
    Auto-Exposure Fusion for Single-Image Shadow RemovalarXiv:2103.01255