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/AdaFM-Net

AdaFM-Net

Reported on 8 benchmarks across 6 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 Vision4 results

  • DenoisingonCBSD68 sigma15
    PSNR· 2019-04-17
    34.1
    best: 34.64 (AKDT)
    SOTA
    Modulating Image Restoration with Continual Levels via Adaptive Feature Modification LayersarXiv:1904.08118
  • DenoisingonCBSD68 sigma75
    PSNR· 2019-04-17
    26.35
    best: 26.46 (HyperRes)
    SOTA
    Modulating Image Restoration with Continual Levels via Adaptive Feature Modification LayersarXiv:1904.08118
  • Image Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2019-04-17
    34.34
    best: 35.35 (HMA†)
    Modulating Image Restoration with Continual Levels via Adaptive Feature Modification LayersarXiv:1904.08118
  • 3D Object Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2019-04-17
    34.34
    best: 35.35 (HMA†)
    Modulating Image Restoration with Continual Levels via Adaptive Feature Modification LayersarXiv:1904.08118

Adversarial2 results

  • 3D ArchitectureonCBSD68 sigma15
    PSNR· 2019-04-17
    34.1
    best: 34.64 (AKDT)
    SOTA
    Modulating Image Restoration with Continual Levels via Adaptive Feature Modification LayersarXiv:1904.08118
  • 3D ArchitectureonCBSD68 sigma75
    PSNR· 2019-04-17
    26.35
    best: 26.46 (HyperRes)
    SOTA
    Modulating Image Restoration with Continual Levels via Adaptive Feature Modification LayersarXiv:1904.08118

Graphs1 result

  • Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2019-04-17
    34.34
    best: 35.35 (HMA†)
    Modulating Image Restoration with Continual Levels via Adaptive Feature Modification LayersarXiv:1904.08118

Methodology1 result

  • 16konSet5 - 3x upscaling
    PSNR· 2019-04-17
    34.34
    best: 35.35 (HMA†)
    Modulating Image Restoration with Continual Levels via Adaptive Feature Modification LayersarXiv:1904.08118