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Models/DiffCR

DiffCR

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Medical4 results

  • Image GenerationonSEN12MS-CR
    MAE· 2023-08-08
    0.019
    best: 0.016 (DGMR)
    SOTA
    DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite ImagesarXiv:2308.04417
  • Image GenerationonSEN12MS-CR
    PSNR· 2023-08-08
    31.77
    best: 33.17 (DGMR)
    SOTA
    DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite ImagesarXiv:2308.04417
  • Image GenerationonSEN12MS-CR
    SSIM· 2023-08-08
    0.902
    best: 0.929 (DGMR)
    SOTA
    DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite ImagesarXiv:2308.04417
  • Image GenerationonSEN12MS-CR
    SAM· 2023-08-08
    5.821
    best: 18.085 (SpA GAN)
    DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite ImagesarXiv:2308.04417

Computer Vision4 results

  • Image InpaintingonSEN12MS-CR
    MAE· 2023-08-08
    0.019
    best: 0.016 (DGMR)
    SOTA
    DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite ImagesarXiv:2308.04417
  • Image InpaintingonSEN12MS-CR
    PSNR· 2023-08-08
    31.77
    best: 33.17 (DGMR)
    SOTA
    DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite ImagesarXiv:2308.04417
  • Image InpaintingonSEN12MS-CR
    SSIM· 2023-08-08
    0.902
    best: 0.929 (DGMR)
    SOTA
    DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite ImagesarXiv:2308.04417
  • Image InpaintingonSEN12MS-CR
    SAM· 2023-08-08
    5.821
    best: 18.085 (SpA GAN)
    DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite ImagesarXiv:2308.04417