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Models/3DDE

3DDE

Reported on 60 benchmarks across 5 tasks · 1 paper · 15 SOTA

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

Computer Vision24 results

Face Reconstructionon300W Split 2
AUC@8 (inter-ocular)· 2019-02-05
53.94
best: 57.27 (SPIGA)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face Reconstructionon300W Split 2
NME (inter-ocular)· 2019-02-05
3.73
best: 4.3 (DAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2019-02-05
55.44
best: 63.81 (SH-FAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2019-02-05
55.44
best: 63.81 (SH-FAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Reconstructionon300W Split 2
AUC@8 (inter-ocular)· 2019-02-05
53.94
best: 57.27 (SPIGA)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Reconstructionon300W Split 2
NME (inter-ocular)· 2019-02-05
3.73
best: 4.3 (DAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2019-02-05
4.92
best: 8.2 (ASMNet)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2019-02-05
2.69
best: 5.09 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2019-02-05
3.13
best: 5.63 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2019-02-05
7.1
best: 10.59 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2019-02-05
3.73
best: 6.15 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2019-02-05
4.39
best: 7.01 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face Reconstructionon300W Split 2
FR@8 (inter-ocular)· 2019-02-05
2.33
best: 2.67 (DAN)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2019-02-05
5.04
best: 35.24 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Face ReconstructiononWFLW
NME (inter-ocular)· 2019-02-05
4.68
best: 11.13 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2019-02-05
4.92
best: 8.2 (ASMNet)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2019-02-05
2.69
best: 5.09 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2019-02-05
3.13
best: 5.63 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2019-02-05
7.1
best: 10.59 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2019-02-05
3.73
best: 6.15 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2019-02-05
4.39
best: 7.01 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2019-02-05
5.04
best: 35.24 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face ReconstructiononWFLW
NME (inter-ocular)· 2019-02-05
4.68
best: 11.13 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Reconstructionon300W Split 2
FR@8 (inter-ocular)· 2019-02-05
2.33
best: 2.67 (DAN)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831

Music12 results

Facial Recognition and ModellingonWFLW
AUC@10 (inter-ocular)· 2019-02-05
55.44
best: 63.81 (SH-FAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and Modellingon300W Split 2
AUC@8 (inter-ocular)· 2019-02-05
53.94
best: 57.27 (SPIGA)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and Modellingon300W Split 2
NME (inter-ocular)· 2019-02-05
3.73
best: 4.3 (DAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Challenge)· 2019-02-05
4.92
best: 8.2 (ASMNet)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Common)· 2019-02-05
2.69
best: 5.09 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Full)· 2019-02-05
3.13
best: 5.63 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Challenge)· 2019-02-05
7.1
best: 10.59 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Common)· 2019-02-05
3.73
best: 6.15 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Full)· 2019-02-05
4.39
best: 7.01 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and ModellingonWFLW
FR@10 (inter-ocular)· 2019-02-05
5.04
best: 35.24 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and ModellingonWFLW
NME (inter-ocular)· 2019-02-05
4.68
best: 11.13 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
Facial Recognition and Modellingon300W Split 2
FR@8 (inter-ocular)· 2019-02-05
2.33
best: 2.67 (DAN)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831

Methodology12 results

3Don300W Split 2
AUC@8 (inter-ocular)· 2019-02-05
53.94
best: 57.27 (SPIGA)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3Don300W Split 2
NME (inter-ocular)· 2019-02-05
3.73
best: 4.3 (DAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3DonWFLW
AUC@10 (inter-ocular)· 2019-02-05
55.44
best: 63.81 (SH-FAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3Don300W
NME_inter-ocular (%, Challenge)· 2019-02-05
4.92
best: 8.2 (ASMNet)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3Don300W
NME_inter-ocular (%, Common)· 2019-02-05
2.69
best: 5.09 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3Don300W
NME_inter-ocular (%, Full)· 2019-02-05
3.13
best: 5.63 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3Don300W
NME_inter-pupil (%, Challenge)· 2019-02-05
7.1
best: 10.59 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3Don300W
NME_inter-pupil (%, Common)· 2019-02-05
3.73
best: 6.15 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3Don300W
NME_inter-pupil (%, Full)· 2019-02-05
4.39
best: 7.01 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3Don300W Split 2
FR@8 (inter-ocular)· 2019-02-05
2.33
best: 2.67 (DAN)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3DonWFLW
FR@10 (inter-ocular)· 2019-02-05
5.04
best: 35.24 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3DonWFLW
NME (inter-ocular)· 2019-02-05
4.68
best: 11.13 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831

Medical12 results

3D Face ModellingonWFLW
AUC@10 (inter-ocular)· 2019-02-05
55.44
best: 63.81 (SH-FAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Modellingon300W Split 2
AUC@8 (inter-ocular)· 2019-02-05
53.94
best: 57.27 (SPIGA)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Modellingon300W Split 2
NME (inter-ocular)· 2019-02-05
3.73
best: 4.3 (DAN)
SOTA
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Modellingon300W
NME_inter-ocular (%, Challenge)· 2019-02-05
4.92
best: 8.2 (ASMNet)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Modellingon300W
NME_inter-ocular (%, Common)· 2019-02-05
2.69
best: 5.09 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Modellingon300W
NME_inter-ocular (%, Full)· 2019-02-05
3.13
best: 5.63 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Modellingon300W
NME_inter-pupil (%, Challenge)· 2019-02-05
7.1
best: 10.59 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Modellingon300W
NME_inter-pupil (%, Common)· 2019-02-05
3.73
best: 6.15 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Modellingon300W
NME_inter-pupil (%, Full)· 2019-02-05
4.39
best: 7.01 (3DDFA)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face ModellingonWFLW
FR@10 (inter-ocular)· 2019-02-05
5.04
best: 35.24 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face ModellingonWFLW
NME (inter-ocular)· 2019-02-05
4.68
best: 11.13 (ESR)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831
3D Face Modellingon300W Split 2
FR@8 (inter-ocular)· 2019-02-05
2.33
best: 2.67 (DAN)
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees arXiv:1902.01831