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Models/VRT (GoPro)

VRT (GoPro)

Reported on 32 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Computer Vision8 results

  • DeblurringonBASED
    PSNR· 2022-01-28
    31.42945
    SOTA
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • DeblurringonMSU BASED
    Subjective· 2022-01-28
    2.3854
    best: 2.8405 (NAFNet (REDS))
    SOTA
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • DeblurringonBASED
    VMAF· 2022-01-28
    66.72253
    best: 66.91781 (DeblurGAN Inception)
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • DeblurringonMSU BASED
    ERQAv2.0· 2022-01-28
    0.74874
    best: 0.75056 (VRT (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • DeblurringonMSU BASED
    LPIPS· 2022-01-28
    0.08165
    best: 0.07836 (MAXIM (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • DeblurringonMSU BASED
    PSNR· 2022-01-28
    31.42945
    best: 31.76111 (Restormer)
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • DeblurringonMSU BASED
    SSIM· 2022-01-28
    0.94503
    best: 0.95035 (NAFNet (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • DeblurringonMSU BASED
    VMAF· 2022-01-28
    66.72253
    best: 67.7557 (MAXIM (GoPro))
    VRT: A Video Restoration TransformerarXiv:2201.12288

Methodology8 results

  • 2D ClassificationonBASED
    PSNR· 2022-01-28
    31.42945
    SOTA
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 2D ClassificationonMSU BASED
    Subjective· 2022-01-28
    2.3854
    best: 2.8405 (NAFNet (REDS))
    SOTA
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 2D ClassificationonBASED
    VMAF· 2022-01-28
    66.72253
    best: 66.91781 (DeblurGAN Inception)
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 2D ClassificationonMSU BASED
    ERQAv2.0· 2022-01-28
    0.74874
    best: 0.75056 (VRT (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 2D ClassificationonMSU BASED
    LPIPS· 2022-01-28
    0.08165
    best: 0.07836 (MAXIM (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 2D ClassificationonMSU BASED
    PSNR· 2022-01-28
    31.42945
    best: 31.76111 (Restormer)
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 2D ClassificationonMSU BASED
    SSIM· 2022-01-28
    0.94503
    best: 0.95035 (NAFNet (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 2D ClassificationonMSU BASED
    VMAF· 2022-01-28
    66.72253
    best: 67.7557 (MAXIM (GoPro))
    VRT: A Video Restoration TransformerarXiv:2201.12288

Audio8 results

  • 10-shot image generationonBASED
    PSNR· 2022-01-28
    31.42945
    SOTA
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 10-shot image generationonMSU BASED
    Subjective· 2022-01-28
    2.3854
    best: 2.8405 (NAFNet (REDS))
    SOTA
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 10-shot image generationonBASED
    VMAF· 2022-01-28
    66.72253
    best: 66.91781 (DeblurGAN Inception)
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 10-shot image generationonMSU BASED
    ERQAv2.0· 2022-01-28
    0.74874
    best: 0.75056 (VRT (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 10-shot image generationonMSU BASED
    LPIPS· 2022-01-28
    0.08165
    best: 0.07836 (MAXIM (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 10-shot image generationonMSU BASED
    PSNR· 2022-01-28
    31.42945
    best: 31.76111 (Restormer)
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 10-shot image generationonMSU BASED
    SSIM· 2022-01-28
    0.94503
    best: 0.95035 (NAFNet (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • 10-shot image generationonMSU BASED
    VMAF· 2022-01-28
    66.72253
    best: 67.7557 (MAXIM (GoPro))
    VRT: A Video Restoration TransformerarXiv:2201.12288

Computer Code8 results

  • Blind Image DeblurringonBASED
    PSNR· 2022-01-28
    31.42945
    SOTA
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • Blind Image DeblurringonMSU BASED
    Subjective· 2022-01-28
    2.3854
    best: 2.8405 (NAFNet (REDS))
    SOTA
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • Blind Image DeblurringonBASED
    VMAF· 2022-01-28
    66.72253
    best: 66.91781 (DeblurGAN Inception)
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • Blind Image DeblurringonMSU BASED
    ERQAv2.0· 2022-01-28
    0.74874
    best: 0.75056 (VRT (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • Blind Image DeblurringonMSU BASED
    LPIPS· 2022-01-28
    0.08165
    best: 0.07836 (MAXIM (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • Blind Image DeblurringonMSU BASED
    PSNR· 2022-01-28
    31.42945
    best: 31.76111 (Restormer)
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • Blind Image DeblurringonMSU BASED
    SSIM· 2022-01-28
    0.94503
    best: 0.95035 (NAFNet (REDS))
    VRT: A Video Restoration TransformerarXiv:2201.12288
  • Blind Image DeblurringonMSU BASED
    VMAF· 2022-01-28
    66.72253
    best: 67.7557 (MAXIM (GoPro))
    VRT: A Video Restoration TransformerarXiv:2201.12288