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Models/CNN-CRF

CNN-CRF

Reported on 30 benchmarks across 5 tasks · 1 paper

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)· 2020-10-18
4.84
best: 8.2 (ASMNet)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2020-10-18
2.93
best: 5.09 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2020-10-18
3.3
best: 5.63 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2020-10-18
6.98
best: 10.59 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2020-10-18
4.06
best: 6.15 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2020-10-18
4.63
best: 7.01 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2020-10-18
4.84
best: 8.2 (ASMNet)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2020-10-18
2.93
best: 5.09 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2020-10-18
3.3
best: 5.63 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2020-10-18
6.98
best: 10.59 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2020-10-18
4.06
best: 6.15 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2020-10-18
4.63
best: 7.01 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035

Music6 results

Facial Recognition and Modellingon300W
NME_inter-ocular (%, Challenge)· 2020-10-18
4.84
best: 8.2 (ASMNet)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Common)· 2020-10-18
2.93
best: 5.09 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Full)· 2020-10-18
3.3
best: 5.63 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Challenge)· 2020-10-18
6.98
best: 10.59 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Common)· 2020-10-18
4.06
best: 6.15 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Full)· 2020-10-18
4.63
best: 7.01 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035

Methodology6 results

3Don300W
NME_inter-ocular (%, Challenge)· 2020-10-18
4.84
best: 8.2 (ASMNet)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3Don300W
NME_inter-ocular (%, Common)· 2020-10-18
2.93
best: 5.09 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3Don300W
NME_inter-ocular (%, Full)· 2020-10-18
3.3
best: 5.63 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3Don300W
NME_inter-pupil (%, Challenge)· 2020-10-18
6.98
best: 10.59 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3Don300W
NME_inter-pupil (%, Common)· 2020-10-18
4.06
best: 6.15 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3Don300W
NME_inter-pupil (%, Full)· 2020-10-18
4.63
best: 7.01 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035

Medical6 results

3D Face Modellingon300W
NME_inter-ocular (%, Challenge)· 2020-10-18
4.84
best: 8.2 (ASMNet)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Modellingon300W
NME_inter-ocular (%, Common)· 2020-10-18
2.93
best: 5.09 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Modellingon300W
NME_inter-ocular (%, Full)· 2020-10-18
3.3
best: 5.63 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Modellingon300W
NME_inter-pupil (%, Challenge)· 2020-10-18
6.98
best: 10.59 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Modellingon300W
NME_inter-pupil (%, Common)· 2020-10-18
4.06
best: 6.15 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035
3D Face Modellingon300W
NME_inter-pupil (%, Full)· 2020-10-18
4.63
best: 7.01 (3DDFA)
Deep Structured Prediction for Facial Landmark Detection arXiv:2010.09035