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Models/DLDL-v2 (ThinAgeNet)

DLDL-v2 (ThinAgeNet)

Reported on 30 benchmarks across 6 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 Vision15 results

  • Face ReconstructiononChaLearn 2016
    MAE· 2020-07-03
    3.452
    best: 3.38 (FaRL+MLP)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Face ReconstructiononChaLearn 2016
    e-error· 2020-07-03
    0.267
    best: 0.2651 (MetaAge)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Face ReconstructiononMORPH Album2
    MAE· 2020-07-03
    1.969
    best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3D Face ReconstructiononChaLearn 2016
    MAE· 2020-07-03
    3.452
    best: 3.38 (FaRL+MLP)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3D Face ReconstructiononChaLearn 2016
    e-error· 2020-07-03
    0.267
    best: 0.2651 (MetaAge)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3D Face ReconstructiononMORPH Album2
    MAE· 2020-07-03
    1.969
    best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Age EstimationonChaLearn 2016
    MAE· 2020-07-03
    3.452
    best: 3.38 (FaRL+MLP)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Age EstimationonChaLearn 2016
    e-error· 2020-07-03
    0.267
    best: 0.2651 (MetaAge)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Age EstimationonMORPH Album2
    MAE· 2020-07-03
    1.969
    best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Face ReconstructiononChaLearn 2015
    MAE· 2020-07-03
    3.135
    best: 2.83 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Face ReconstructiononChaLearn 2015
    e-error· 2020-07-03
    0.272
    best: 0.250651 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3D Face ReconstructiononChaLearn 2015
    MAE· 2020-07-03
    3.135
    best: 2.83 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3D Face ReconstructiononChaLearn 2015
    e-error· 2020-07-03
    0.272
    best: 0.250651 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Age EstimationonChaLearn 2015
    MAE· 2020-07-03
    3.135
    best: 2.83 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Age EstimationonChaLearn 2015
    e-error· 2020-07-03
    0.272
    best: 0.250651 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771

Music5 results

  • Facial Recognition and ModellingonChaLearn 2016
    MAE· 2020-07-03
    3.452
    best: 3.38 (FaRL+MLP)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Facial Recognition and ModellingonChaLearn 2016
    e-error· 2020-07-03
    0.267
    best: 0.2651 (MetaAge)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Facial Recognition and ModellingonMORPH Album2
    MAE· 2020-07-03
    1.969
    best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Facial Recognition and ModellingonChaLearn 2015
    MAE· 2020-07-03
    3.135
    best: 2.83 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • Facial Recognition and ModellingonChaLearn 2015
    e-error· 2020-07-03
    0.272
    best: 0.250651 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771

Methodology5 results

  • 3DonChaLearn 2016
    MAE· 2020-07-03
    3.452
    best: 3.38 (FaRL+MLP)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3DonChaLearn 2016
    e-error· 2020-07-03
    0.267
    best: 0.2651 (MetaAge)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3DonMORPH Album2
    MAE· 2020-07-03
    1.969
    best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3DonChaLearn 2015
    MAE· 2020-07-03
    3.135
    best: 2.83 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3DonChaLearn 2015
    e-error· 2020-07-03
    0.272
    best: 0.250651 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771

Medical5 results

  • 3D Face ModellingonChaLearn 2016
    MAE· 2020-07-03
    3.452
    best: 3.38 (FaRL+MLP)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3D Face ModellingonChaLearn 2016
    e-error· 2020-07-03
    0.267
    best: 0.2651 (MetaAge)
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3D Face ModellingonMORPH Album2
    MAE· 2020-07-03
    1.969
    best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
    SOTA
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3D Face ModellingonChaLearn 2015
    MAE· 2020-07-03
    3.135
    best: 2.83 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771
  • 3D Face ModellingonChaLearn 2015
    e-error· 2020-07-03
    0.272
    best: 0.250651 (MetaAge)
    Learning Expectation of Label Distribution for Facial Age and Attractiveness EstimationarXiv:2007.01771