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Models/DeblurGAN Inception

DeblurGAN Inception

Reported on 24 benchmarks across 4 tasks · 1 paper · 24 SOTA

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

Computer Vision6 results

  • DeblurringonBASED
    ERQAv2.0· 2019-08-10
    0.74297
    best: 0.74874 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • DeblurringonBASED
    LPIPS· 2019-08-10
    0.08867
    best: 0.08248 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • DeblurringonBASED
    PSNR· 2019-08-10
    31.17171
    best: 31.42945 (VRT (GoPro))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • DeblurringonBASED
    SSIM· 2019-08-10
    0.94301
    best: 0.94503 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • DeblurringonBASED
    VMAF· 2019-08-10
    66.91781
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • DeblurringonMSU BASED
    Subjective· 2019-08-10
    1.0375
    best: 2.8405 (NAFNet (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826

Methodology6 results

  • 2D ClassificationonBASED
    ERQAv2.0· 2019-08-10
    0.74297
    best: 0.74874 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 2D ClassificationonBASED
    LPIPS· 2019-08-10
    0.08867
    best: 0.08248 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 2D ClassificationonBASED
    PSNR· 2019-08-10
    31.17171
    best: 31.42945 (VRT (GoPro))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 2D ClassificationonBASED
    SSIM· 2019-08-10
    0.94301
    best: 0.94503 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 2D ClassificationonBASED
    VMAF· 2019-08-10
    66.91781
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 2D ClassificationonMSU BASED
    Subjective· 2019-08-10
    1.0375
    best: 2.8405 (NAFNet (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826

Audio6 results

  • 10-shot image generationonBASED
    ERQAv2.0· 2019-08-10
    0.74297
    best: 0.74874 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 10-shot image generationonBASED
    LPIPS· 2019-08-10
    0.08867
    best: 0.08248 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 10-shot image generationonBASED
    PSNR· 2019-08-10
    31.17171
    best: 31.42945 (VRT (GoPro))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 10-shot image generationonBASED
    SSIM· 2019-08-10
    0.94301
    best: 0.94503 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 10-shot image generationonBASED
    VMAF· 2019-08-10
    66.91781
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • 10-shot image generationonMSU BASED
    Subjective· 2019-08-10
    1.0375
    best: 2.8405 (NAFNet (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826

Computer Code6 results

  • Blind Image DeblurringonBASED
    ERQAv2.0· 2019-08-10
    0.74297
    best: 0.74874 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • Blind Image DeblurringonBASED
    LPIPS· 2019-08-10
    0.08867
    best: 0.08248 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • Blind Image DeblurringonBASED
    PSNR· 2019-08-10
    31.17171
    best: 31.42945 (VRT (GoPro))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • Blind Image DeblurringonBASED
    SSIM· 2019-08-10
    0.94301
    best: 0.94503 (VRT (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • Blind Image DeblurringonBASED
    VMAF· 2019-08-10
    66.91781
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826
  • Blind Image DeblurringonMSU BASED
    Subjective· 2019-08-10
    1.0375
    best: 2.8405 (NAFNet (REDS))
    SOTA
    DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterarXiv:1908.03826