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Models/DAN-Menpo

DAN-Menpo

Reported on 30 benchmarks across 5 tasks · 1 paper · 25 SOTA

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

Computer Vision12 results

Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2017-06-06
4.88
best: 8.2 (ASMNet)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2017-06-06
3.09
best: 5.09 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2017-06-06
3.44
best: 5.63 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2017-06-06
7.05
best: 10.59 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2017-06-06
4.29
best: 6.15 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2017-06-06
4.88
best: 8.2 (ASMNet)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2017-06-06
3.09
best: 5.09 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2017-06-06
3.44
best: 5.63 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2017-06-06
7.05
best: 10.59 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2017-06-06
4.29
best: 6.15 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2017-06-06
4.83
best: 7.01 (3DDFA)
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2017-06-06
4.83
best: 7.01 (3DDFA)
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789

Music6 results

Facial Recognition and Modellingon300W
NME_inter-ocular (%, Challenge)· 2017-06-06
4.88
best: 8.2 (ASMNet)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Common)· 2017-06-06
3.09
best: 5.09 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Full)· 2017-06-06
3.44
best: 5.63 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Challenge)· 2017-06-06
7.05
best: 10.59 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Common)· 2017-06-06
4.29
best: 6.15 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Full)· 2017-06-06
4.83
best: 7.01 (3DDFA)
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789

Methodology6 results

3Don300W
NME_inter-ocular (%, Challenge)· 2017-06-06
4.88
best: 8.2 (ASMNet)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3Don300W
NME_inter-ocular (%, Common)· 2017-06-06
3.09
best: 5.09 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3Don300W
NME_inter-ocular (%, Full)· 2017-06-06
3.44
best: 5.63 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3Don300W
NME_inter-pupil (%, Challenge)· 2017-06-06
7.05
best: 10.59 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3Don300W
NME_inter-pupil (%, Common)· 2017-06-06
4.29
best: 6.15 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3Don300W
NME_inter-pupil (%, Full)· 2017-06-06
4.83
best: 7.01 (3DDFA)
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789

Medical6 results

3D Face Modellingon300W
NME_inter-ocular (%, Challenge)· 2017-06-06
4.88
best: 8.2 (ASMNet)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Modellingon300W
NME_inter-ocular (%, Common)· 2017-06-06
3.09
best: 5.09 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Modellingon300W
NME_inter-ocular (%, Full)· 2017-06-06
3.44
best: 5.63 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Modellingon300W
NME_inter-pupil (%, Challenge)· 2017-06-06
7.05
best: 10.59 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Modellingon300W
NME_inter-pupil (%, Common)· 2017-06-06
4.29
best: 6.15 (3DDFA)
SOTA
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789
3D Face Modellingon300W
NME_inter-pupil (%, Full)· 2017-06-06
4.83
best: 7.01 (3DDFA)
Deep Alignment Network: A convolutional neural network for robust face alignment arXiv:1706.01789