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/GFRNet

GFRNet

Reported on 11 benchmarks across 5 tasks · 2 papers · 11 SOTA

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

Computer Vision7 results

  • Blind Face RestorationonCelebA-HQ
    FID· 2021-05-13
    134.92
    best: 31.72 (GPEN)
    SOTA
    GAN Prior Embedded Network for Blind Face Restoration in the WildarXiv:2105.06070
  • Blind Face RestorationonCelebA-HQ
    LPIPS· 2021-05-13
    0.597
    best: 0.346 (GPEN)
    SOTA
    GAN Prior Embedded Network for Blind Face Restoration in the WildarXiv:2105.06070
  • Blind Face RestorationonCelebA-HQ
    PSNR· 2021-05-13
    21.7
    SOTA
    GAN Prior Embedded Network for Blind Face Restoration in the WildarXiv:2105.06070
  • Image Super-ResolutiononWebFace - 8x upscaling
    PSNR· 2018-04-13
    27.21
    SOTA
    Learning Warped Guidance for Blind Face RestorationarXiv:1804.04829
  • Image Super-ResolutiononVggFace2 - 8x upscaling
    PSNR· 2018-04-13
    24.1
    best: 25.57 (Full-GWAInet)
    SOTA
    Learning Warped Guidance for Blind Face RestorationarXiv:1804.04829
  • 3D Object Super-ResolutiononWebFace - 8x upscaling
    PSNR· 2018-04-13
    27.21
    SOTA
    Learning Warped Guidance for Blind Face RestorationarXiv:1804.04829
  • 3D Object Super-ResolutiononVggFace2 - 8x upscaling
    PSNR· 2018-04-13
    24.1
    best: 25.57 (Full-GWAInet)
    SOTA
    Learning Warped Guidance for Blind Face RestorationarXiv:1804.04829

Graphs2 results

  • Super-ResolutiononWebFace - 8x upscaling
    PSNR· 2018-04-13
    27.21
    SOTA
    Learning Warped Guidance for Blind Face RestorationarXiv:1804.04829
  • Super-ResolutiononVggFace2 - 8x upscaling
    PSNR· 2018-04-13
    24.1
    best: 25.57 (Full-GWAInet)
    SOTA
    Learning Warped Guidance for Blind Face RestorationarXiv:1804.04829

Methodology2 results

  • 16konWebFace - 8x upscaling
    PSNR· 2018-04-13
    27.21
    SOTA
    Learning Warped Guidance for Blind Face RestorationarXiv:1804.04829
  • 16konVggFace2 - 8x upscaling
    PSNR· 2018-04-13
    24.1
    best: 25.57 (Full-GWAInet)
    SOTA
    Learning Warped Guidance for Blind Face RestorationarXiv:1804.04829