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Models/AWing

AWing

Reported on 45 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Computer Vision18 results

Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2019-04-16
57.19
best: 63.81 (SH-FAN)
SOTA
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2019-04-16
57.19
best: 63.81 (SH-FAN)
SOTA
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2019-04-16
4.52
best: 8.2 (ASMNet)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2019-04-16
2.72
best: 5.09 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2019-04-16
3.07
best: 5.63 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2019-04-16
6.52
best: 10.59 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2019-04-16
3.77
best: 6.15 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2019-04-16
4.31
best: 7.01 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2019-04-16
2.84
best: 35.24 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Face ReconstructiononWFLW
NME (inter-ocular)· 2019-04-16
4.36
best: 11.13 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2019-04-16
4.52
best: 8.2 (ASMNet)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2019-04-16
2.72
best: 5.09 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2019-04-16
3.07
best: 5.63 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2019-04-16
6.52
best: 10.59 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2019-04-16
3.77
best: 6.15 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2019-04-16
4.31
best: 7.01 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2019-04-16
2.84
best: 35.24 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face ReconstructiononWFLW
NME (inter-ocular)· 2019-04-16
4.36
best: 11.13 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399

Music9 results

Facial Recognition and ModellingonWFLW
AUC@10 (inter-ocular)· 2019-04-16
57.19
best: 63.81 (SH-FAN)
SOTA
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Challenge)· 2019-04-16
4.52
best: 8.2 (ASMNet)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Common)· 2019-04-16
2.72
best: 5.09 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Full)· 2019-04-16
3.07
best: 5.63 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Challenge)· 2019-04-16
6.52
best: 10.59 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Common)· 2019-04-16
3.77
best: 6.15 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Full)· 2019-04-16
4.31
best: 7.01 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Facial Recognition and ModellingonWFLW
FR@10 (inter-ocular)· 2019-04-16
2.84
best: 35.24 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
Facial Recognition and ModellingonWFLW
NME (inter-ocular)· 2019-04-16
4.36
best: 11.13 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399

Methodology9 results

3DonWFLW
AUC@10 (inter-ocular)· 2019-04-16
57.19
best: 63.81 (SH-FAN)
SOTA
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3Don300W
NME_inter-ocular (%, Challenge)· 2019-04-16
4.52
best: 8.2 (ASMNet)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3Don300W
NME_inter-ocular (%, Common)· 2019-04-16
2.72
best: 5.09 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3Don300W
NME_inter-ocular (%, Full)· 2019-04-16
3.07
best: 5.63 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3Don300W
NME_inter-pupil (%, Challenge)· 2019-04-16
6.52
best: 10.59 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3Don300W
NME_inter-pupil (%, Common)· 2019-04-16
3.77
best: 6.15 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3Don300W
NME_inter-pupil (%, Full)· 2019-04-16
4.31
best: 7.01 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3DonWFLW
FR@10 (inter-ocular)· 2019-04-16
2.84
best: 35.24 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3DonWFLW
NME (inter-ocular)· 2019-04-16
4.36
best: 11.13 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399

Medical9 results

3D Face ModellingonWFLW
AUC@10 (inter-ocular)· 2019-04-16
57.19
best: 63.81 (SH-FAN)
SOTA
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Modellingon300W
NME_inter-ocular (%, Challenge)· 2019-04-16
4.52
best: 8.2 (ASMNet)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Modellingon300W
NME_inter-ocular (%, Common)· 2019-04-16
2.72
best: 5.09 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Modellingon300W
NME_inter-ocular (%, Full)· 2019-04-16
3.07
best: 5.63 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Modellingon300W
NME_inter-pupil (%, Challenge)· 2019-04-16
6.52
best: 10.59 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Modellingon300W
NME_inter-pupil (%, Common)· 2019-04-16
3.77
best: 6.15 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face Modellingon300W
NME_inter-pupil (%, Full)· 2019-04-16
4.31
best: 7.01 (3DDFA)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face ModellingonWFLW
FR@10 (inter-ocular)· 2019-04-16
2.84
best: 35.24 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399
3D Face ModellingonWFLW
NME (inter-ocular)· 2019-04-16
4.36
best: 11.13 (ESR)
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression arXiv:1904.07399