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Models/CA-GAN

CA-GAN

Reported on 24 benchmarks across 6 tasks · 1 paper · 18 SOTA

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

Computer Vision12 results

  • SketchonCUFSF
    FID· 2017-12-04
    19.6
    best: 18.2 (SCA-GAN)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • SketchonCUFSF
    NLDA· 2017-12-04
    78.1
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • SketchonCUFS
    FID· 2017-12-04
    39.7
    best: 32.8 (SCA-GAN4)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • Face ReconstructiononCUFSF
    FID· 2017-12-04
    19.6
    best: 18.2 (SCA-GAN)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • Face ReconstructiononCUFSF
    NLDA· 2017-12-04
    78.1
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • Face ReconstructiononCUFS
    FID· 2017-12-04
    39.7
    best: 32.8 (SCA-GAN4)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3D Face ReconstructiononCUFSF
    FID· 2017-12-04
    19.6
    best: 18.2 (SCA-GAN)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3D Face ReconstructiononCUFSF
    NLDA· 2017-12-04
    78.1
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3D Face ReconstructiononCUFS
    FID· 2017-12-04
    39.7
    best: 32.8 (SCA-GAN4)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • SketchonCUFS
    NLDA· 2017-12-04
    95.6
    best: 95.7 (SCA-GAN)
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • Face ReconstructiononCUFS
    NLDA· 2017-12-04
    95.6
    best: 95.7 (SCA-GAN)
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3D Face ReconstructiononCUFS
    NLDA· 2017-12-04
    95.6
    best: 95.7 (SCA-GAN)
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899

Music4 results

  • Facial Recognition and ModellingonCUFSF
    FID· 2017-12-04
    19.6
    best: 18.2 (SCA-GAN)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • Facial Recognition and ModellingonCUFSF
    NLDA· 2017-12-04
    78.1
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • Facial Recognition and ModellingonCUFS
    FID· 2017-12-04
    39.7
    best: 32.8 (SCA-GAN4)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • Facial Recognition and ModellingonCUFS
    NLDA· 2017-12-04
    95.6
    best: 95.7 (SCA-GAN)
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899

Methodology4 results

  • 3DonCUFSF
    FID· 2017-12-04
    19.6
    best: 18.2 (SCA-GAN)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3DonCUFSF
    NLDA· 2017-12-04
    78.1
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3DonCUFS
    FID· 2017-12-04
    39.7
    best: 32.8 (SCA-GAN4)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3DonCUFS
    NLDA· 2017-12-04
    95.6
    best: 95.7 (SCA-GAN)
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899

Medical4 results

  • 3D Face ModellingonCUFSF
    FID· 2017-12-04
    19.6
    best: 18.2 (SCA-GAN)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3D Face ModellingonCUFSF
    NLDA· 2017-12-04
    78.1
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3D Face ModellingonCUFS
    FID· 2017-12-04
    39.7
    best: 32.8 (SCA-GAN4)
    SOTA
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899
  • 3D Face ModellingonCUFS
    NLDA· 2017-12-04
    95.6
    best: 95.7 (SCA-GAN)
    Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANsarXiv:1712.00899