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Models/LDDMM-Face

LDDMM-Face

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)· 2021-08-02
5.4
best: 8.2 (ASMNet)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2021-08-02
3.07
best: 5.09 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2021-08-02
3.53
best: 5.63 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2021-08-02
55.09
best: 63.81 (SH-FAN)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2021-08-02
3.68
best: 35.24 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Face ReconstructiononWFLW
NME (inter-ocular)· 2021-08-02
4.63
best: 11.13 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2021-08-02
5.4
best: 8.2 (ASMNet)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2021-08-02
3.07
best: 5.09 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2021-08-02
3.53
best: 5.63 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2021-08-02
55.09
best: 63.81 (SH-FAN)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2021-08-02
3.68
best: 35.24 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face ReconstructiononWFLW
NME (inter-ocular)· 2021-08-02
4.63
best: 11.13 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690

Music6 results

Facial Recognition and Modellingon300W
NME_inter-ocular (%, Challenge)· 2021-08-02
5.4
best: 8.2 (ASMNet)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Common)· 2021-08-02
3.07
best: 5.09 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Full)· 2021-08-02
3.53
best: 5.63 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Facial Recognition and ModellingonWFLW
AUC@10 (inter-ocular)· 2021-08-02
55.09
best: 63.81 (SH-FAN)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Facial Recognition and ModellingonWFLW
FR@10 (inter-ocular)· 2021-08-02
3.68
best: 35.24 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
Facial Recognition and ModellingonWFLW
NME (inter-ocular)· 2021-08-02
4.63
best: 11.13 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690

Methodology6 results

3Don300W
NME_inter-ocular (%, Challenge)· 2021-08-02
5.4
best: 8.2 (ASMNet)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3Don300W
NME_inter-ocular (%, Common)· 2021-08-02
3.07
best: 5.09 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3Don300W
NME_inter-ocular (%, Full)· 2021-08-02
3.53
best: 5.63 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3DonWFLW
AUC@10 (inter-ocular)· 2021-08-02
55.09
best: 63.81 (SH-FAN)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3DonWFLW
FR@10 (inter-ocular)· 2021-08-02
3.68
best: 35.24 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3DonWFLW
NME (inter-ocular)· 2021-08-02
4.63
best: 11.13 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690

Medical6 results

3D Face Modellingon300W
NME_inter-ocular (%, Challenge)· 2021-08-02
5.4
best: 8.2 (ASMNet)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face Modellingon300W
NME_inter-ocular (%, Common)· 2021-08-02
3.07
best: 5.09 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face Modellingon300W
NME_inter-ocular (%, Full)· 2021-08-02
3.53
best: 5.63 (3DDFA)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face ModellingonWFLW
AUC@10 (inter-ocular)· 2021-08-02
55.09
best: 63.81 (SH-FAN)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face ModellingonWFLW
FR@10 (inter-ocular)· 2021-08-02
3.68
best: 35.24 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690
3D Face ModellingonWFLW
NME (inter-ocular)· 2021-08-02
4.63
best: 11.13 (ESR)
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment arXiv:2108.00690