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Models/IMM

IMM

Reported on 12 benchmarks across 6 tasks · 2 papers

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

Computer Vision6 results

  • Facial Landmark DetectiononAFLW Unaligned
    NME· 2021-05-26
    13.31
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • Face ReconstructiononAFLW Unaligned
    NME· 2021-05-26
    13.31
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • 3D Face ReconstructiononAFLW Unaligned
    NME· 2021-05-26
    13.31
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • Facial Landmark DetectiononMAFL Unaligned
    NME· 2018-06-20
    8.74
    best: 40.82 (LMDIS-REP)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • Face ReconstructiononMAFL Unaligned
    NME· 2018-06-20
    8.74
    best: 40.82 (LMDIS-REP)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823
  • 3D Face ReconstructiononMAFL Unaligned
    NME· 2018-06-20
    8.74
    best: 40.82 (LMDIS-REP)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823

Music2 results

  • Facial Recognition and ModellingonAFLW Unaligned
    NME· 2021-05-26
    13.31
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • Facial Recognition and ModellingonMAFL Unaligned
    NME· 2018-06-20
    8.74
    best: 40.82 (LMDIS-REP)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823

Methodology2 results

  • 3DonAFLW Unaligned
    NME· 2021-05-26
    13.31
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • 3DonMAFL Unaligned
    NME· 2018-06-20
    8.74
    best: 40.82 (LMDIS-REP)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823

Medical2 results

  • 3D Face ModellingonAFLW Unaligned
    NME· 2021-05-26
    13.31
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • 3D Face ModellingonMAFL Unaligned
    NME· 2018-06-20
    8.74
    best: 40.82 (LMDIS-REP)
    Unsupervised Learning of Object Landmarks through Conditional Image GenerationarXiv:1806.07823