TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/MSSNet

MSSNet

Reported on 48 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision12 results

  • DeblurringonRealBlur-R
    Params· 2022-02-19
    15.59
    best: 20 (Stripformer)
    SOTA
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonRealBlur-J
    PSNR (sRGB)· 2022-02-19
    32.1
    best: 33.96 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonRealBlur-J
    Params(M)· 2022-02-19
    15.6
    best: 22.2 (MAXIM)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonRealBlur-J
    SSIM (sRGB)· 2022-02-19
    0.928
    best: 0.946 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonRealBlur-R
    PSNR (sRGB)· 2022-02-19
    39.76
    best: 41.19 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonRealBlur-R
    SSIM (sRGB)· 2022-02-19
    0.972
    best: 0.981 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonGoPro
    PSNR· 2022-02-19
    33.01
    best: 35.98 (BSSTNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonGoPro
    SSIM· 2022-02-19
    0.961
    best: 0.9792 (BSSTNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonRealBlur-R (trained on GoPro)
    PSNR (sRGB)· 2022-02-19
    35.93
    best: 36.53 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonRealBlur-R (trained on GoPro)
    SSIM (sRGB)· 2022-02-19
    0.953
    best: 0.961 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonRealBlur-J (trained on GoPro)
    PSNR (sRGB)· 2022-02-19
    28.79
    best: 30.12 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • DeblurringonRealBlur-J (trained on GoPro)
    SSIM (sRGB)· 2022-02-19
    0.879
    best: 0.894 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652

Methodology12 results

  • 2D ClassificationonRealBlur-R
    Params· 2022-02-19
    15.59
    best: 20 (Stripformer)
    SOTA
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonRealBlur-J
    PSNR (sRGB)· 2022-02-19
    32.1
    best: 33.96 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonRealBlur-J
    Params(M)· 2022-02-19
    15.6
    best: 22.2 (MAXIM)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonRealBlur-J
    SSIM (sRGB)· 2022-02-19
    0.928
    best: 0.946 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonRealBlur-R
    PSNR (sRGB)· 2022-02-19
    39.76
    best: 41.19 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonRealBlur-R
    SSIM (sRGB)· 2022-02-19
    0.972
    best: 0.981 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonGoPro
    PSNR· 2022-02-19
    33.01
    best: 35.98 (BSSTNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonGoPro
    SSIM· 2022-02-19
    0.961
    best: 0.9792 (BSSTNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonRealBlur-R (trained on GoPro)
    PSNR (sRGB)· 2022-02-19
    35.93
    best: 36.53 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonRealBlur-R (trained on GoPro)
    SSIM (sRGB)· 2022-02-19
    0.953
    best: 0.961 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonRealBlur-J (trained on GoPro)
    PSNR (sRGB)· 2022-02-19
    28.79
    best: 30.12 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 2D ClassificationonRealBlur-J (trained on GoPro)
    SSIM (sRGB)· 2022-02-19
    0.879
    best: 0.894 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652

Audio12 results

  • 10-shot image generationonRealBlur-R
    Params· 2022-02-19
    15.59
    best: 20 (Stripformer)
    SOTA
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonRealBlur-J
    PSNR (sRGB)· 2022-02-19
    32.1
    best: 33.96 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonRealBlur-J
    Params(M)· 2022-02-19
    15.6
    best: 22.2 (MAXIM)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonRealBlur-J
    SSIM (sRGB)· 2022-02-19
    0.928
    best: 0.946 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonRealBlur-R
    PSNR (sRGB)· 2022-02-19
    39.76
    best: 41.19 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonRealBlur-R
    SSIM (sRGB)· 2022-02-19
    0.972
    best: 0.981 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonGoPro
    PSNR· 2022-02-19
    33.01
    best: 35.98 (BSSTNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonGoPro
    SSIM· 2022-02-19
    0.961
    best: 0.9792 (BSSTNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonRealBlur-R (trained on GoPro)
    PSNR (sRGB)· 2022-02-19
    35.93
    best: 36.53 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonRealBlur-R (trained on GoPro)
    SSIM (sRGB)· 2022-02-19
    0.953
    best: 0.961 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonRealBlur-J (trained on GoPro)
    PSNR (sRGB)· 2022-02-19
    28.79
    best: 30.12 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • 10-shot image generationonRealBlur-J (trained on GoPro)
    SSIM (sRGB)· 2022-02-19
    0.879
    best: 0.894 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652

Computer Code12 results

  • Blind Image DeblurringonRealBlur-R
    Params· 2022-02-19
    15.59
    best: 20 (Stripformer)
    SOTA
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonRealBlur-J
    PSNR (sRGB)· 2022-02-19
    32.1
    best: 33.96 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonRealBlur-J
    Params(M)· 2022-02-19
    15.6
    best: 22.2 (MAXIM)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonRealBlur-J
    SSIM (sRGB)· 2022-02-19
    0.928
    best: 0.946 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonRealBlur-R
    PSNR (sRGB)· 2022-02-19
    39.76
    best: 41.19 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonRealBlur-R
    SSIM (sRGB)· 2022-02-19
    0.972
    best: 0.981 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonGoPro
    PSNR· 2022-02-19
    33.01
    best: 35.98 (BSSTNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonGoPro
    SSIM· 2022-02-19
    0.961
    best: 0.9792 (BSSTNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonRealBlur-R (trained on GoPro)
    PSNR (sRGB)· 2022-02-19
    35.93
    best: 36.53 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonRealBlur-R (trained on GoPro)
    SSIM (sRGB)· 2022-02-19
    0.953
    best: 0.961 (ALGNet)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonRealBlur-J (trained on GoPro)
    PSNR (sRGB)· 2022-02-19
    28.79
    best: 30.12 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652
  • Blind Image DeblurringonRealBlur-J (trained on GoPro)
    SSIM (sRGB)· 2022-02-19
    0.879
    best: 0.894 (AdaRevD)
    MSSNet: Multi-Scale-Stage Network for Single Image DeblurringarXiv:2202.09652