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Models/DeepRFT

DeepRFT

Reported on 8 benchmarks across 4 tasks · 1 paper

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

Computer Vision2 results

  • DeblurringonRealBlur-R (trained on GoPro)
    PSNR (sRGB)· 2021-11-23
    36.11
    best: 36.53 (AdaRevD)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • DeblurringonRealBlur-R (trained on GoPro)
    SSIM (sRGB)· 2021-11-23
    0.955
    best: 0.961 (ALGNet)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745

Methodology2 results

  • 2D ClassificationonRealBlur-R (trained on GoPro)
    PSNR (sRGB)· 2021-11-23
    36.11
    best: 36.53 (AdaRevD)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 2D ClassificationonRealBlur-R (trained on GoPro)
    SSIM (sRGB)· 2021-11-23
    0.955
    best: 0.961 (ALGNet)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745

Audio2 results

  • 10-shot image generationonRealBlur-R (trained on GoPro)
    PSNR (sRGB)· 2021-11-23
    36.11
    best: 36.53 (AdaRevD)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • 10-shot image generationonRealBlur-R (trained on GoPro)
    SSIM (sRGB)· 2021-11-23
    0.955
    best: 0.961 (ALGNet)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745

Computer Code2 results

  • Blind Image DeblurringonRealBlur-R (trained on GoPro)
    PSNR (sRGB)· 2021-11-23
    36.11
    best: 36.53 (AdaRevD)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745
  • Blind Image DeblurringonRealBlur-R (trained on GoPro)
    SSIM (sRGB)· 2021-11-23
    0.955
    best: 0.961 (ALGNet)
    Intriguing Findings of Frequency Selection for Image DeblurringarXiv:2111.11745