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Models/Hu et al

Hu et al

Reported on 16 benchmarks across 4 tasks

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

Computer Vision4 results

  • DeblurringonRealBlur-R (trained on GoPro)
    PSNR (sRGB)
    33.67
    best: 36.53 (AdaRevD)
  • DeblurringonRealBlur-R (trained on GoPro)
    SSIM (sRGB)
    0.916
    best: 0.961 (ALGNet)
  • DeblurringonRealBlur-J (trained on GoPro)
    PSNR (sRGB)
    26.41
    best: 30.12 (AdaRevD)
  • DeblurringonRealBlur-J (trained on GoPro)
    SSIM (sRGB)
    0.803
    best: 0.894 (AdaRevD)

Methodology4 results

  • 2D ClassificationonRealBlur-R (trained on GoPro)
    PSNR (sRGB)
    33.67
    best: 36.53 (AdaRevD)
  • 2D ClassificationonRealBlur-R (trained on GoPro)
    SSIM (sRGB)
    0.916
    best: 0.961 (ALGNet)
  • 2D ClassificationonRealBlur-J (trained on GoPro)
    PSNR (sRGB)
    26.41
    best: 30.12 (AdaRevD)
  • 2D ClassificationonRealBlur-J (trained on GoPro)
    SSIM (sRGB)
    0.803
    best: 0.894 (AdaRevD)

Audio4 results

  • 10-shot image generationonRealBlur-R (trained on GoPro)
    PSNR (sRGB)
    33.67
    best: 36.53 (AdaRevD)
  • 10-shot image generationonRealBlur-R (trained on GoPro)
    SSIM (sRGB)
    0.916
    best: 0.961 (ALGNet)
  • 10-shot image generationonRealBlur-J (trained on GoPro)
    PSNR (sRGB)
    26.41
    best: 30.12 (AdaRevD)
  • 10-shot image generationonRealBlur-J (trained on GoPro)
    SSIM (sRGB)
    0.803
    best: 0.894 (AdaRevD)

Computer Code4 results

  • Blind Image DeblurringonRealBlur-R (trained on GoPro)
    PSNR (sRGB)
    33.67
    best: 36.53 (AdaRevD)
  • Blind Image DeblurringonRealBlur-R (trained on GoPro)
    SSIM (sRGB)
    0.916
    best: 0.961 (ALGNet)
  • Blind Image DeblurringonRealBlur-J (trained on GoPro)
    PSNR (sRGB)
    26.41
    best: 30.12 (AdaRevD)
  • Blind Image DeblurringonRealBlur-J (trained on GoPro)
    SSIM (sRGB)
    0.803
    best: 0.894 (AdaRevD)