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Models/Conditional Image Generation

Conditional Image Generation

Reported on 12 benchmarks across 6 tasks · 1 paper

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

Computer Vision6 results

  • Facial Landmark DetectiononMAFL
    NME· 2018-06-20
    2.54
    best: 7.95 (TCDCN)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • Facial Landmark DetectiononAFLW (Zhang CVPR 2018 crops)
    NME· 2018-06-20
    6.31
    best: 10.14 (DEIL)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • Face ReconstructiononMAFL
    NME· 2018-06-20
    2.54
    best: 7.95 (TCDCN)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • Face ReconstructiononAFLW (Zhang CVPR 2018 crops)
    NME· 2018-06-20
    6.31
    best: 10.14 (DEIL)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • 3D Face ReconstructiononMAFL
    NME· 2018-06-20
    2.54
    best: 7.95 (TCDCN)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • 3D Face ReconstructiononAFLW (Zhang CVPR 2018 crops)
    NME· 2018-06-20
    6.31
    best: 10.14 (DEIL)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823

Music2 results

  • Facial Recognition and ModellingonMAFL
    NME· 2018-06-20
    2.54
    best: 7.95 (TCDCN)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • Facial Recognition and ModellingonAFLW (Zhang CVPR 2018 crops)
    NME· 2018-06-20
    6.31
    best: 10.14 (DEIL)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823

Methodology2 results

  • 3DonMAFL
    NME· 2018-06-20
    2.54
    best: 7.95 (TCDCN)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • 3DonAFLW (Zhang CVPR 2018 crops)
    NME· 2018-06-20
    6.31
    best: 10.14 (DEIL)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823

Medical2 results

  • 3D Face ModellingonMAFL
    NME· 2018-06-20
    2.54
    best: 7.95 (TCDCN)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • 3D Face ModellingonAFLW (Zhang CVPR 2018 crops)
    NME· 2018-06-20
    6.31
    best: 10.14 (DEIL)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823