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Models/NAFNet (REDS)

NAFNet (REDS)

Reported on 24 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 Vision6 results

  • DeblurringonMSU BASED
    SSIM· 2022-04-10
    0.95035
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • DeblurringonMSU BASED
    Subjective· 2022-04-10
    2.8405
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • DeblurringonMSU BASED
    ERQAv2.0· 2022-04-10
    0.74508
    best: 0.75056 (VRT (REDS))
    Simple Baselines for Image RestorationarXiv:2204.04676
  • DeblurringonMSU BASED
    LPIPS· 2022-04-10
    0.08561
    best: 0.07836 (MAXIM (REDS))
    Simple Baselines for Image RestorationarXiv:2204.04676
  • DeblurringonMSU BASED
    PSNR· 2022-04-10
    30.54803
    best: 31.76111 (Restormer)
    Simple Baselines for Image RestorationarXiv:2204.04676
  • DeblurringonMSU BASED
    VMAF· 2022-04-10
    66.85941
    best: 67.7557 (MAXIM (GoPro))
    Simple Baselines for Image RestorationarXiv:2204.04676

Methodology6 results

  • 2D ClassificationonMSU BASED
    SSIM· 2022-04-10
    0.95035
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 2D ClassificationonMSU BASED
    Subjective· 2022-04-10
    2.8405
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 2D ClassificationonMSU BASED
    ERQAv2.0· 2022-04-10
    0.74508
    best: 0.75056 (VRT (REDS))
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 2D ClassificationonMSU BASED
    LPIPS· 2022-04-10
    0.08561
    best: 0.07836 (MAXIM (REDS))
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 2D ClassificationonMSU BASED
    PSNR· 2022-04-10
    30.54803
    best: 31.76111 (Restormer)
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 2D ClassificationonMSU BASED
    VMAF· 2022-04-10
    66.85941
    best: 67.7557 (MAXIM (GoPro))
    Simple Baselines for Image RestorationarXiv:2204.04676

Audio6 results

  • 10-shot image generationonMSU BASED
    SSIM· 2022-04-10
    0.95035
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 10-shot image generationonMSU BASED
    Subjective· 2022-04-10
    2.8405
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 10-shot image generationonMSU BASED
    ERQAv2.0· 2022-04-10
    0.74508
    best: 0.75056 (VRT (REDS))
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 10-shot image generationonMSU BASED
    LPIPS· 2022-04-10
    0.08561
    best: 0.07836 (MAXIM (REDS))
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 10-shot image generationonMSU BASED
    PSNR· 2022-04-10
    30.54803
    best: 31.76111 (Restormer)
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 10-shot image generationonMSU BASED
    VMAF· 2022-04-10
    66.85941
    best: 67.7557 (MAXIM (GoPro))
    Simple Baselines for Image RestorationarXiv:2204.04676

Computer Code6 results

  • Blind Image DeblurringonMSU BASED
    SSIM· 2022-04-10
    0.95035
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • Blind Image DeblurringonMSU BASED
    Subjective· 2022-04-10
    2.8405
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • Blind Image DeblurringonMSU BASED
    ERQAv2.0· 2022-04-10
    0.74508
    best: 0.75056 (VRT (REDS))
    Simple Baselines for Image RestorationarXiv:2204.04676
  • Blind Image DeblurringonMSU BASED
    LPIPS· 2022-04-10
    0.08561
    best: 0.07836 (MAXIM (REDS))
    Simple Baselines for Image RestorationarXiv:2204.04676
  • Blind Image DeblurringonMSU BASED
    PSNR· 2022-04-10
    30.54803
    best: 31.76111 (Restormer)
    Simple Baselines for Image RestorationarXiv:2204.04676
  • Blind Image DeblurringonMSU BASED
    VMAF· 2022-04-10
    66.85941
    best: 67.7557 (MAXIM (GoPro))
    Simple Baselines for Image RestorationarXiv:2204.04676