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Models/CainGAN

CainGAN

Reported on 18 benchmarks across 9 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 Vision8 results

  • Talking Head GenerationonVoxCeleb2 - 8-shot learning
    FID· 2020-04-20
    24.9
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • Talking Head GenerationonVoxCeleb2 - 1-shot learning
    FID· 2020-04-20
    35
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • Face GenerationonVoxCeleb2 - 8-shot learning
    FID· 2020-04-20
    24.9
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • Face GenerationonVoxCeleb2 - 1-shot learning
    FID· 2020-04-20
    35
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • Face ReconstructiononVoxCeleb2 - 8-shot learning
    FID· 2020-04-20
    24.9
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • Face ReconstructiononVoxCeleb2 - 1-shot learning
    FID· 2020-04-20
    35
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • 3D Face ReconstructiononVoxCeleb2 - 8-shot learning
    FID· 2020-04-20
    24.9
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • 3D Face ReconstructiononVoxCeleb2 - 1-shot learning
    FID· 2020-04-20
    35
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169

Medical4 results

  • Image GenerationonVoxCeleb2 - 8-shot learning
    FID· 2020-04-20
    24.9
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • Image GenerationonVoxCeleb2 - 1-shot learning
    FID· 2020-04-20
    35
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • 3D Face ModellingonVoxCeleb2 - 8-shot learning
    FID· 2020-04-20
    24.9
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • 3D Face ModellingonVoxCeleb2 - 1-shot learning
    FID· 2020-04-20
    35
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169

Music2 results

  • Facial Recognition and ModellingonVoxCeleb2 - 8-shot learning
    FID· 2020-04-20
    24.9
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • Facial Recognition and ModellingonVoxCeleb2 - 1-shot learning
    FID· 2020-04-20
    35
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169

Methodology2 results

  • 3DonVoxCeleb2 - 8-shot learning
    FID· 2020-04-20
    24.9
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • 3DonVoxCeleb2 - 1-shot learning
    FID· 2020-04-20
    35
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169

Audio2 results

  • 10-shot image generationonVoxCeleb2 - 8-shot learning
    FID· 2020-04-20
    24.9
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169
  • 10-shot image generationonVoxCeleb2 - 1-shot learning
    FID· 2020-04-20
    35
    SOTA
    Pose Manipulation with Identity PreservationarXiv:2004.09169