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Models/PropNet

PropNet

Reported on 45 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Computer Vision18 results

  • Face ReconstructiononWFLW
    AUC@10 (inter-ocular)· 2020-06-25
    61.58
    best: 63.81 (SH-FAN)
    SOTA
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face ReconstructiononWFLW
    AUC@10 (inter-ocular)· 2020-06-25
    61.58
    best: 63.81 (SH-FAN)
    SOTA
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Face Reconstructionon300W
    NME_inter-ocular (%, Challenge)· 2020-06-25
    3.99
    best: 8.2 (ASMNet)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Face Reconstructionon300W
    NME_inter-ocular (%, Common)· 2020-06-25
    2.67
    best: 5.09 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Face Reconstructionon300W
    NME_inter-ocular (%, Full)· 2020-06-25
    2.93
    best: 5.63 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Face Reconstructionon300W
    NME_inter-pupil (%, Challenge)· 2020-06-25
    5.75
    best: 10.59 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Face Reconstructionon300W
    NME_inter-pupil (%, Common)· 2020-06-25
    3.7
    best: 6.15 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Face Reconstructionon300W
    NME_inter-pupil (%, Full)· 2020-06-25
    4.1
    best: 7.01 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Face ReconstructiononWFLW
    FR@10 (inter-ocular)· 2020-06-25
    2.96
    best: 35.24 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Face ReconstructiononWFLW
    NME (inter-ocular)· 2020-06-25
    4.05
    best: 11.13 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Reconstructionon300W
    NME_inter-ocular (%, Challenge)· 2020-06-25
    3.99
    best: 8.2 (ASMNet)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Reconstructionon300W
    NME_inter-ocular (%, Common)· 2020-06-25
    2.67
    best: 5.09 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Reconstructionon300W
    NME_inter-ocular (%, Full)· 2020-06-25
    2.93
    best: 5.63 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Reconstructionon300W
    NME_inter-pupil (%, Challenge)· 2020-06-25
    5.75
    best: 10.59 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Reconstructionon300W
    NME_inter-pupil (%, Common)· 2020-06-25
    3.7
    best: 6.15 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Reconstructionon300W
    NME_inter-pupil (%, Full)· 2020-06-25
    4.1
    best: 7.01 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face ReconstructiononWFLW
    FR@10 (inter-ocular)· 2020-06-25
    2.96
    best: 35.24 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face ReconstructiononWFLW
    NME (inter-ocular)· 2020-06-25
    4.05
    best: 11.13 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308

Music9 results

  • Facial Recognition and ModellingonWFLW
    AUC@10 (inter-ocular)· 2020-06-25
    61.58
    best: 63.81 (SH-FAN)
    SOTA
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Facial Recognition and Modellingon300W
    NME_inter-ocular (%, Challenge)· 2020-06-25
    3.99
    best: 8.2 (ASMNet)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Facial Recognition and Modellingon300W
    NME_inter-ocular (%, Common)· 2020-06-25
    2.67
    best: 5.09 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Facial Recognition and Modellingon300W
    NME_inter-ocular (%, Full)· 2020-06-25
    2.93
    best: 5.63 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Facial Recognition and Modellingon300W
    NME_inter-pupil (%, Challenge)· 2020-06-25
    5.75
    best: 10.59 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Facial Recognition and Modellingon300W
    NME_inter-pupil (%, Common)· 2020-06-25
    3.7
    best: 6.15 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Facial Recognition and Modellingon300W
    NME_inter-pupil (%, Full)· 2020-06-25
    4.1
    best: 7.01 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Facial Recognition and ModellingonWFLW
    FR@10 (inter-ocular)· 2020-06-25
    2.96
    best: 35.24 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • Facial Recognition and ModellingonWFLW
    NME (inter-ocular)· 2020-06-25
    4.05
    best: 11.13 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308

Methodology9 results

  • 3DonWFLW
    AUC@10 (inter-ocular)· 2020-06-25
    61.58
    best: 63.81 (SH-FAN)
    SOTA
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3Don300W
    NME_inter-ocular (%, Challenge)· 2020-06-25
    3.99
    best: 8.2 (ASMNet)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3Don300W
    NME_inter-ocular (%, Common)· 2020-06-25
    2.67
    best: 5.09 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3Don300W
    NME_inter-ocular (%, Full)· 2020-06-25
    2.93
    best: 5.63 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3Don300W
    NME_inter-pupil (%, Challenge)· 2020-06-25
    5.75
    best: 10.59 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3Don300W
    NME_inter-pupil (%, Common)· 2020-06-25
    3.7
    best: 6.15 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3Don300W
    NME_inter-pupil (%, Full)· 2020-06-25
    4.1
    best: 7.01 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3DonWFLW
    FR@10 (inter-ocular)· 2020-06-25
    2.96
    best: 35.24 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3DonWFLW
    NME (inter-ocular)· 2020-06-25
    4.05
    best: 11.13 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308

Medical9 results

  • 3D Face ModellingonWFLW
    AUC@10 (inter-ocular)· 2020-06-25
    61.58
    best: 63.81 (SH-FAN)
    SOTA
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Modellingon300W
    NME_inter-ocular (%, Challenge)· 2020-06-25
    3.99
    best: 8.2 (ASMNet)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Modellingon300W
    NME_inter-ocular (%, Common)· 2020-06-25
    2.67
    best: 5.09 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Modellingon300W
    NME_inter-ocular (%, Full)· 2020-06-25
    2.93
    best: 5.63 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Modellingon300W
    NME_inter-pupil (%, Challenge)· 2020-06-25
    5.75
    best: 10.59 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Modellingon300W
    NME_inter-pupil (%, Common)· 2020-06-25
    3.7
    best: 6.15 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face Modellingon300W
    NME_inter-pupil (%, Full)· 2020-06-25
    4.1
    best: 7.01 (3DDFA)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face ModellingonWFLW
    FR@10 (inter-ocular)· 2020-06-25
    2.96
    best: 35.24 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308
  • 3D Face ModellingonWFLW
    NME (inter-ocular)· 2020-06-25
    4.05
    best: 11.13 (ESR)
    PropagationNet: Propagate Points to Curve to Learn Structure InformationarXiv:2006.14308