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Models/NAFNet - TLC

NAFNet - TLC

Reported on 12 benchmarks across 4 tasks · 1 paper · 7 SOTA

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

Audio6 results

  • 10-shot image generationonGoPro
    Params (M)· 2022-04-10
    67.89
    best: 80.3 (UFPDeblur)
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 1 Image, 2*2 StitchionGoPro
    PSNR· 2022-04-10
    33.69
    best: 34.6 (AdaRevD)
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 1 Image, 2*2 StitchionGoPro
    Params (M)· 2022-04-10
    67.89
    best: 80.3 (UFPDeblur)
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 10-shot image generationonGoPro
    PSNR· 2022-04-10
    33.69
    best: 35.98 (BSSTNet)
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 10-shot image generationonGoPro
    SSIM· 2022-04-10
    0.967
    best: 0.9792 (BSSTNet)
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 1 Image, 2*2 StitchionGoPro
    SSIM· 2022-04-10
    0.967
    best: 0.972 (AdaRevD)
    Simple Baselines for Image RestorationarXiv:2204.04676

Computer Vision3 results

  • Image DeblurringonGoPro
    PSNR· 2022-04-10
    33.69
    best: 34.6 (AdaRevD)
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • Image DeblurringonGoPro
    Params (M)· 2022-04-10
    67.89
    best: 80.3 (UFPDeblur)
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • Image DeblurringonGoPro
    SSIM· 2022-04-10
    0.967
    best: 0.972 (AdaRevD)
    Simple Baselines for Image RestorationarXiv:2204.04676

Methodology3 results

  • 16konGoPro
    PSNR· 2022-04-10
    33.69
    best: 34.6 (AdaRevD)
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 16konGoPro
    Params (M)· 2022-04-10
    67.89
    best: 80.3 (UFPDeblur)
    SOTA
    Simple Baselines for Image RestorationarXiv:2204.04676
  • 16konGoPro
    SSIM· 2022-04-10
    0.967
    best: 0.972 (AdaRevD)
    Simple Baselines for Image RestorationarXiv:2204.04676