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Models/Lorenz2019unsupervised

Lorenz2019unsupervised

Reported on 18 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 Vision9 results

  • Facial Landmark DetectiononAFLW Unaligned
    NME· 2021-05-26
    13.6
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • Face ReconstructiononAFLW Unaligned
    NME· 2021-05-26
    13.6
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • 3D Face ReconstructiononAFLW Unaligned
    NME· 2021-05-26
    13.6
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • Facial Landmark DetectiononMAFL
    NME· 2019-03-16
    3.24
    best: 7.95 (TCDCN)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946
  • Facial Landmark DetectiononMAFL Unaligned
    NME· 2019-03-16
    11.41
    best: 40.82 (LMDIS-REP)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946
  • Face ReconstructiononMAFL
    NME· 2019-03-16
    3.24
    best: 7.95 (TCDCN)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946
  • Face ReconstructiononMAFL Unaligned
    NME· 2019-03-16
    11.41
    best: 40.82 (LMDIS-REP)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946
  • 3D Face ReconstructiononMAFL
    NME· 2019-03-16
    3.24
    best: 7.95 (TCDCN)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946
  • 3D Face ReconstructiononMAFL Unaligned
    NME· 2019-03-16
    11.41
    best: 40.82 (LMDIS-REP)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946

Music3 results

  • Facial Recognition and ModellingonAFLW Unaligned
    NME· 2021-05-26
    13.6
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • Facial Recognition and ModellingonMAFL
    NME· 2019-03-16
    3.24
    best: 7.95 (TCDCN)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946
  • Facial Recognition and ModellingonMAFL Unaligned
    NME· 2019-03-16
    11.41
    best: 40.82 (LMDIS-REP)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946

Methodology3 results

  • 3DonAFLW Unaligned
    NME· 2021-05-26
    13.6
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • 3DonMAFL
    NME· 2019-03-16
    3.24
    best: 7.95 (TCDCN)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946
  • 3DonMAFL Unaligned
    NME· 2019-03-16
    11.41
    best: 40.82 (LMDIS-REP)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946

Medical3 results

  • 3D Face ModellingonAFLW Unaligned
    NME· 2021-05-26
    13.6
    best: 16.05 (SCOPS)
    Unsupervised Part Segmentation through Disentangling Appearance and ShapearXiv:2105.12405
  • 3D Face ModellingonMAFL
    NME· 2019-03-16
    3.24
    best: 7.95 (TCDCN)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946
  • 3D Face ModellingonMAFL Unaligned
    NME· 2019-03-16
    11.41
    best: 40.82 (LMDIS-REP)
    Unsupervised Part-Based Disentangling of Object Shape and AppearancearXiv:1903.06946