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Models/SRFlow

SRFlow

Reported on 20 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Computer Vision10 results

  • Image Super-ResolutiononDIV2K val - 4x upscaling
    LPIPS· uses extra data· 2020-06-25
    0.12
    best: 0.0893 (AESOP)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • Image Super-ResolutiononDIV2K val - 4x upscaling
    LRPSNR· uses extra data· 2020-06-25
    49.96
    best: 53.3 (FxSR-PD t=0.0)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • Image Super-ResolutiononDIV2K val - 4x upscaling
    NIQE· uses extra data· 2020-06-25
    3.57
    best: 4.11 (FxSR-PD t=0.0)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • 3D Object Super-ResolutiononDIV2K val - 4x upscaling
    LPIPS· uses extra data· 2020-06-25
    0.12
    best: 0.0893 (AESOP)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • 3D Object Super-ResolutiononDIV2K val - 4x upscaling
    LRPSNR· uses extra data· 2020-06-25
    49.96
    best: 53.3 (FxSR-PD t=0.0)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • 3D Object Super-ResolutiononDIV2K val - 4x upscaling
    NIQE· uses extra data· 2020-06-25
    3.57
    best: 4.11 (FxSR-PD t=0.0)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • Image Super-ResolutiononDIV2K val - 4x upscaling
    PSNR· uses extra data· 2020-06-25
    27.09
    best: 29.25 (EDSR)
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • Image Super-ResolutiononDIV2K val - 4x upscaling
    SSIM· uses extra data· 2020-06-25
    0.76
    best: 0.9017 (EDSR)
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • 3D Object Super-ResolutiononDIV2K val - 4x upscaling
    PSNR· uses extra data· 2020-06-25
    27.09
    best: 29.25 (EDSR)
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • 3D Object Super-ResolutiononDIV2K val - 4x upscaling
    SSIM· uses extra data· 2020-06-25
    0.76
    best: 0.9017 (EDSR)
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200

Graphs5 results

  • Super-ResolutiononDIV2K val - 4x upscaling
    LPIPS· uses extra data· 2020-06-25
    0.12
    best: 0.0893 (AESOP)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • Super-ResolutiononDIV2K val - 4x upscaling
    LRPSNR· uses extra data· 2020-06-25
    49.96
    best: 53.3 (FxSR-PD t=0.0)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • Super-ResolutiononDIV2K val - 4x upscaling
    NIQE· uses extra data· 2020-06-25
    3.57
    best: 4.11 (FxSR-PD t=0.0)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • Super-ResolutiononDIV2K val - 4x upscaling
    PSNR· uses extra data· 2020-06-25
    27.09
    best: 29.25 (EDSR)
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • Super-ResolutiononDIV2K val - 4x upscaling
    SSIM· uses extra data· 2020-06-25
    0.76
    best: 0.9017 (EDSR)
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200

Methodology5 results

  • 16konDIV2K val - 4x upscaling
    LPIPS· uses extra data· 2020-06-25
    0.12
    best: 0.0893 (AESOP)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • 16konDIV2K val - 4x upscaling
    LRPSNR· uses extra data· 2020-06-25
    49.96
    best: 53.3 (FxSR-PD t=0.0)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • 16konDIV2K val - 4x upscaling
    NIQE· uses extra data· 2020-06-25
    3.57
    best: 4.11 (FxSR-PD t=0.0)
    SOTA
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • 16konDIV2K val - 4x upscaling
    PSNR· uses extra data· 2020-06-25
    27.09
    best: 29.25 (EDSR)
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200
  • 16konDIV2K val - 4x upscaling
    SSIM· uses extra data· 2020-06-25
    0.76
    best: 0.9017 (EDSR)
    SRFlow: Learning the Super-Resolution Space with Normalizing FlowarXiv:2006.14200