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/KOALAnet

KOALAnet

Reported on 12 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision4 results

  • Image RestorationonDIV2KRK - 4x upscaling
    PSNR· 2020-12-15
    27.77
    best: 28.99 (DCLS)
    SOTA
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103
  • Image RestorationonDIV2KRK - 4x upscaling
    SSIM· 2020-12-15
    0.7637
    best: 0.7946 (DCLS)
    SOTA
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103
  • Image RestorationonDIV2KRK - 2x upscaling
    PSNR· 2020-12-15
    31.89
    best: 32.75 (DCLS)
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103
  • Image RestorationonDIV2KRK - 2x upscaling
    SSIM· 2020-12-15
    0.8852
    best: 0.9094 (DCLS)
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103

Medical4 results

  • Image ReconstructiononDIV2KRK - 4x upscaling
    PSNR· 2020-12-15
    27.77
    best: 28.99 (DCLS)
    SOTA
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103
  • Image ReconstructiononDIV2KRK - 4x upscaling
    SSIM· 2020-12-15
    0.7637
    best: 0.7946 (DCLS)
    SOTA
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103
  • Image ReconstructiononDIV2KRK - 2x upscaling
    PSNR· 2020-12-15
    31.89
    best: 32.75 (DCLS)
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103
  • Image ReconstructiononDIV2KRK - 2x upscaling
    SSIM· 2020-12-15
    0.8852
    best: 0.9094 (DCLS)
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103

Audio4 results

  • 10-shot image generationonDIV2KRK - 4x upscaling
    PSNR· 2020-12-15
    27.77
    best: 28.99 (DCLS)
    SOTA
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103
  • 10-shot image generationonDIV2KRK - 4x upscaling
    SSIM· 2020-12-15
    0.7637
    best: 0.7946 (DCLS)
    SOTA
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103
  • 10-shot image generationonDIV2KRK - 2x upscaling
    PSNR· 2020-12-15
    31.89
    best: 32.75 (DCLS)
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103
  • 10-shot image generationonDIV2KRK - 2x upscaling
    SSIM· 2020-12-15
    0.8852
    best: 0.9094 (DCLS)
    KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local AdjustmentarXiv:2012.08103