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Models/DBGAN

DBGAN

Reported on 22 benchmarks across 7 tasks · 1 paper

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

Audio8 results

  • 10-shot image generationonGoPro
    PSNR· uses extra data· 2020-04-04
    31.1
    best: 35.98 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 10-shot image generationonGoPro
    SSIM· uses extra data· 2020-04-04
    0.9424
    best: 0.9792 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 10-shot image generationonHIDE (trained on GOPRO)
    PSNR (sRGB)· 2020-04-04
    28.94
    best: 32.83 (MAXIM)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 10-shot image generationonHIDE (trained on GOPRO)
    SSIM (sRGB)· 2020-04-04
    0.915
    best: 0.956 (MAXIM)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 10-shot image generationonGoPro
    PSNR· uses extra data· 2020-04-04
    31.1
    best: 35.98 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 10-shot image generationonGoPro
    SSIM· uses extra data· 2020-04-04
    0.9424
    best: 0.9792 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 1 Image, 2*2 StitchionGoPro
    PSNR· uses extra data· 2020-04-04
    31.1
    best: 34.6 (AdaRevD)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 1 Image, 2*2 StitchionGoPro
    SSIM· uses extra data· 2020-04-04
    0.9424
    best: 0.972 (AdaRevD)
    Deblurring by Realistic BlurringarXiv:2004.01860

Computer Vision6 results

  • DeblurringonGoPro
    PSNR· uses extra data· 2020-04-04
    31.1
    best: 35.98 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • DeblurringonGoPro
    SSIM· uses extra data· 2020-04-04
    0.9424
    best: 0.9792 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • DeblurringonHIDE (trained on GOPRO)
    PSNR (sRGB)· 2020-04-04
    28.94
    best: 32.83 (MAXIM)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • DeblurringonHIDE (trained on GOPRO)
    SSIM (sRGB)· 2020-04-04
    0.915
    best: 0.956 (MAXIM)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • Image DeblurringonGoPro
    PSNR· uses extra data· 2020-04-04
    31.1
    best: 34.6 (AdaRevD)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • Image DeblurringonGoPro
    SSIM· uses extra data· 2020-04-04
    0.9424
    best: 0.972 (AdaRevD)
    Deblurring by Realistic BlurringarXiv:2004.01860

Methodology6 results

  • 2D ClassificationonGoPro
    PSNR· uses extra data· 2020-04-04
    31.1
    best: 35.98 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 2D ClassificationonGoPro
    SSIM· uses extra data· 2020-04-04
    0.9424
    best: 0.9792 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 2D ClassificationonHIDE (trained on GOPRO)
    PSNR (sRGB)· 2020-04-04
    28.94
    best: 32.83 (MAXIM)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 2D ClassificationonHIDE (trained on GOPRO)
    SSIM (sRGB)· 2020-04-04
    0.915
    best: 0.956 (MAXIM)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 16konGoPro
    PSNR· uses extra data· 2020-04-04
    31.1
    best: 34.6 (AdaRevD)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • 16konGoPro
    SSIM· uses extra data· 2020-04-04
    0.9424
    best: 0.972 (AdaRevD)
    Deblurring by Realistic BlurringarXiv:2004.01860

Computer Code4 results

  • Blind Image DeblurringonGoPro
    PSNR· uses extra data· 2020-04-04
    31.1
    best: 35.98 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • Blind Image DeblurringonGoPro
    SSIM· uses extra data· 2020-04-04
    0.9424
    best: 0.9792 (BSSTNet)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • Blind Image DeblurringonHIDE (trained on GOPRO)
    PSNR (sRGB)· 2020-04-04
    28.94
    best: 32.83 (MAXIM)
    Deblurring by Realistic BlurringarXiv:2004.01860
  • Blind Image DeblurringonHIDE (trained on GOPRO)
    SSIM (sRGB)· 2020-04-04
    0.915
    best: 0.956 (MAXIM)
    Deblurring by Realistic BlurringarXiv:2004.01860