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/MHNet

MHNet

Reported on 19 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Computer Vision10 results

  • Rain RemovalonTest1200
    PSNR· 2023-02-19
    33.41
    best: 34.77 (CAPTNet)
    SOTA
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • Image DeblurringonHIDE (trained on GOPRO)
    PSNR· 2023-02-19
    30.71
    best: 31.64 (Hi-IR-L)
    SOTA
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • Rain RemovalonTest1200
    SSIM· 2023-02-19
    0.924
    best: 0.937 (CAPTNet)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • Rain RemovalonRain100H
    PSNR· 2023-02-19
    30.34
    best: 34.56 (GOUB (Mean-ODE))
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • Rain RemovalonTest100
    PSNR· 2023-02-19
    31.19
    best: 32 (Restormer)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • Rain RemovalonTest100
    SSIM· 2023-02-19
    0.903
    best: 0.923 (Restormer)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • Rain RemovalonRain100L
    PSNR· 2023-02-19
    39.47
    best: 41.62 (IPT)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • Rain RemovalonRain100L
    SSIM· 2023-02-19
    0.984
    best: 0.988 (IPT)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • Image DeblurringonGoPro
    PSNR· 2023-02-19
    33.04
    best: 34.6 (AdaRevD)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • Image DeblurringonGoPro
    Params (M)· 2023-02-19
    17
    best: 80.3 (UFPDeblur)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554

Audio6 results

  • 10-shot image generationonHIDE (trained on GOPRO)
    PSNR· 2023-02-19
    30.71
    best: 31.64 (Hi-IR-L)
    SOTA
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • 1 Image, 2*2 StitchionHIDE (trained on GOPRO)
    PSNR· 2023-02-19
    30.71
    best: 31.64 (Hi-IR-L)
    SOTA
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • 10-shot image generationonGoPro
    PSNR· 2023-02-19
    33.04
    best: 35.98 (BSSTNet)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • 10-shot image generationonGoPro
    Params (M)· 2023-02-19
    17
    best: 80.3 (UFPDeblur)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • 1 Image, 2*2 StitchionGoPro
    PSNR· 2023-02-19
    33.04
    best: 34.6 (AdaRevD)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • 1 Image, 2*2 StitchionGoPro
    Params (M)· 2023-02-19
    17
    best: 80.3 (UFPDeblur)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554

Methodology3 results

  • 16konHIDE (trained on GOPRO)
    PSNR· 2023-02-19
    30.71
    best: 31.64 (Hi-IR-L)
    SOTA
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • 16konGoPro
    PSNR· 2023-02-19
    33.04
    best: 34.6 (AdaRevD)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554
  • 16konGoPro
    Params (M)· 2023-02-19
    17
    best: 80.3 (UFPDeblur)
    Mixed Hierarchy Network for Image RestorationarXiv:2302.09554