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Models/ADNet

ADNet

Reported on 60 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 Vision24 results

Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2021-09-13
4.58
best: 8.2 (ASMNet)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2021-09-13
2.53
best: 5.09 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2021-09-13
2.93
best: 5.63 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2021-09-13
6.47
best: 10.59 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2021-09-13
3.51
best: 6.15 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2021-09-13
4.08
best: 7.01 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face ReconstructiononWFW (Extra Data)
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.1 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face ReconstructiononWFW (Extra Data)
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 3.12 (LUVLi)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face ReconstructiononWFW (Extra Data)
NME (inter-ocular)· 2021-09-13
4.14
best: 4.57 (VGG-F)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.81 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 35.24 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Face ReconstructiononWFLW
NME (inter-ocular)· 2021-09-13
4.14
best: 11.13 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ReconstructiononWFW (Extra Data)
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.1 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ReconstructiononWFW (Extra Data)
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 3.12 (LUVLi)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ReconstructiononWFW (Extra Data)
NME (inter-ocular)· 2021-09-13
4.14
best: 4.57 (VGG-F)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2021-09-13
4.58
best: 8.2 (ASMNet)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2021-09-13
2.53
best: 5.09 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2021-09-13
2.93
best: 5.63 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Reconstructionon300W
NME_inter-pupil (%, Challenge)· 2021-09-13
6.47
best: 10.59 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Reconstructionon300W
NME_inter-pupil (%, Common)· 2021-09-13
3.51
best: 6.15 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Reconstructionon300W
NME_inter-pupil (%, Full)· 2021-09-13
4.08
best: 7.01 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.81 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 35.24 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ReconstructiononWFLW
NME (inter-ocular)· 2021-09-13
4.14
best: 11.13 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721

Music12 results

Facial Recognition and ModellingonWFW (Extra Data)
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.1 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and ModellingonWFW (Extra Data)
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 3.12 (LUVLi)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and ModellingonWFW (Extra Data)
NME (inter-ocular)· 2021-09-13
4.14
best: 4.57 (VGG-F)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Challenge)· 2021-09-13
4.58
best: 8.2 (ASMNet)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Common)· 2021-09-13
2.53
best: 5.09 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Full)· 2021-09-13
2.93
best: 5.63 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Challenge)· 2021-09-13
6.47
best: 10.59 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Common)· 2021-09-13
3.51
best: 6.15 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and Modellingon300W
NME_inter-pupil (%, Full)· 2021-09-13
4.08
best: 7.01 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and ModellingonWFLW
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.81 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and ModellingonWFLW
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 35.24 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
Facial Recognition and ModellingonWFLW
NME (inter-ocular)· 2021-09-13
4.14
best: 11.13 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721

Methodology12 results

3Don300W
NME_inter-ocular (%, Challenge)· 2021-09-13
4.58
best: 8.2 (ASMNet)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3Don300W
NME_inter-ocular (%, Common)· 2021-09-13
2.53
best: 5.09 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3Don300W
NME_inter-ocular (%, Full)· 2021-09-13
2.93
best: 5.63 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3Don300W
NME_inter-pupil (%, Challenge)· 2021-09-13
6.47
best: 10.59 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3Don300W
NME_inter-pupil (%, Common)· 2021-09-13
3.51
best: 6.15 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3Don300W
NME_inter-pupil (%, Full)· 2021-09-13
4.08
best: 7.01 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3DonWFW (Extra Data)
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.1 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3DonWFW (Extra Data)
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 3.12 (LUVLi)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3DonWFW (Extra Data)
NME (inter-ocular)· 2021-09-13
4.14
best: 4.57 (VGG-F)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3DonWFLW
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.81 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3DonWFLW
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 35.24 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3DonWFLW
NME (inter-ocular)· 2021-09-13
4.14
best: 11.13 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721

Medical12 results

3D Face ModellingonWFW (Extra Data)
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.1 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ModellingonWFW (Extra Data)
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 3.12 (LUVLi)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ModellingonWFW (Extra Data)
NME (inter-ocular)· 2021-09-13
4.14
best: 4.57 (VGG-F)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Modellingon300W
NME_inter-ocular (%, Challenge)· 2021-09-13
4.58
best: 8.2 (ASMNet)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Modellingon300W
NME_inter-ocular (%, Common)· 2021-09-13
2.53
best: 5.09 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Modellingon300W
NME_inter-ocular (%, Full)· 2021-09-13
2.93
best: 5.63 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Modellingon300W
NME_inter-pupil (%, Challenge)· 2021-09-13
6.47
best: 10.59 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Modellingon300W
NME_inter-pupil (%, Common)· 2021-09-13
3.51
best: 6.15 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face Modellingon300W
NME_inter-pupil (%, Full)· 2021-09-13
4.08
best: 7.01 (3DDFA)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ModellingonWFLW
AUC@10 (inter-ocular)· 2021-09-13
60.22
best: 63.81 (SH-FAN)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ModellingonWFLW
FR@10 (inter-ocular)· 2021-09-13
2.72
best: 35.24 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721
3D Face ModellingonWFLW
NME (inter-ocular)· 2021-09-13
4.14
best: 11.13 (ESR)
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment arXiv:2109.05721