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9.22k
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
ADNet
https://arxiv.org/abs/2105.10697v1
AUC@10 (inter-ocular)
60.22
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
ADNet
https://arxiv.org/abs/2105.10697v1
FR@10 (inter-ocular)
2.72
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
SPLT
https://arxiv.org/abs/2203.06541v2
NME (inter-ocular)
4.14
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
SPLT
https://arxiv.org/abs/2203.06541v2
AUC@10 (inter-ocular)
59.50
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
SPLT
https://arxiv.org/abs/2203.06541v2
FR@10 (inter-ocular)
2.76
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
AnchoFace
https://arxiv.org/abs/2007.03221v3
NME (inter-ocular)
4.32
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
AnchoFace
https://arxiv.org/abs/2007.03221v3
AUC@10 (inter-ocular)
57.69
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
AnchoFace
https://arxiv.org/abs/2007.03221v3
FR@10 (inter-ocular)
2.96
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
Awing
https://arxiv.org/abs/1904.07399v3
NME (inter-ocular)
4.36
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
Awing
https://arxiv.org/abs/1904.07399v3
AUC@10 (inter-ocular)
57.19
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
Awing
https://arxiv.org/abs/1904.07399v3
FR@10 (inter-ocular)
2.84
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
LUVLi
https://arxiv.org/abs/2004.02980v1
NME (inter-ocular)
4.37
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
LUVLi
https://arxiv.org/abs/2004.02980v1
AUC@10 (inter-ocular)
57.7
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
LUVLi
https://arxiv.org/abs/2004.02980v1
FR@10 (inter-ocular)
3.12
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
ATF
https://dl.acm.org/doi/10.1145/3394171.3414037
NME (inter-ocular)
4.49
Facial Recognition and Modelling > Face Alignment
WFW (Extra Data)
VGG-F
https://arxiv.org/abs/2103.16554v2
NME (inter-ocular)
4.57
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
MNN+OR (reannotated)
https://arxiv.org/abs/2202.02299v1
Balanced NME (2D Sparse Alignment)
2.58%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
SynergyNet-Reannotated
https://arxiv.org/abs/2110.09772v3
Balanced NME (2D Sparse Alignment)
2.65%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
JVCR
https://openreview.net/pdf?id=gafjGfv8uR
Balanced NME (2D Sparse Alignment)
3.31%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
SynergyNet
https://arxiv.org/abs/2110.09772v3
Balanced NME (2D Sparse Alignment)
3.41%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
SynergyNet
https://arxiv.org/abs/2110.09772v3
Mean NME(3D Dense Alignment)
4.06%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
SADRNet
https://arxiv.org/abs/2106.03021v1
Balanced NME (2D Sparse Alignment)
3.46%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
SADRNet
https://arxiv.org/abs/2106.03021v1
Mean NME(3D Dense Alignment)
4.02%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
3DDFA_V2
https://arxiv.org/abs/2009.09960v2
Balanced NME (2D Sparse Alignment)
3.51%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
3DDFA_V2
https://arxiv.org/abs/2009.09960v2
Mean NME(3D Dense Alignment)
4.18%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
2DASL
https://arxiv.org/abs/1903.09359v2
Balanced NME (2D Sparse Alignment)
3.53%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
OpNet
https://arxiv.org/abs/2407.05357v3
Balanced NME (2D Sparse Alignment)
3.55%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
PRN
http://arxiv.org/abs/1803.07835v1
Balanced NME (2D Sparse Alignment)
3.62%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
PRN
http://arxiv.org/abs/1803.07835v1
Mean NME(3D Dense Alignment)
4.40%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
3DDFA
http://arxiv.org/abs/1804.01005v1
Balanced NME (2D Sparse Alignment)
3.79%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
3DDFA
http://arxiv.org/abs/1804.01005v1
Mean NME(3D Dense Alignment)
6.55%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
3DSTN
http://arxiv.org/abs/1707.05653v2
Balanced NME (2D Sparse Alignment)
4.49%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
DeFA
http://arxiv.org/abs/1709.01442v1
Balanced NME (2D Sparse Alignment)
4.50%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
DeFA
http://arxiv.org/abs/1709.01442v1
Mean NME(3D Dense Alignment)
6.04%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
3DDFA + SDM
http://arxiv.org/abs/1511.07212v1
Balanced NME (2D Sparse Alignment)
4.94%
Facial Recognition and Modelling > Face Alignment
AFLW2000-3D
DSFNet-f
https://arxiv.org/abs/2305.11522v1
Mean NME(3D Dense Alignment)
3.8%
Facial Recognition and Modelling > Face Alignment
300-VW (C)
2D-FAN
http://arxiv.org/abs/1703.07332v3
AUC0.07
64.1%
Facial Recognition and Modelling > Face Alignment
COFW-68 (300WLP)
SH-FAN
https://arxiv.org/abs/2111.02360v1
NME (box)
2.47
Facial Recognition and Modelling > Face Alignment
COFW-68 (300WLP)
SH-FAN
https://arxiv.org/abs/2111.02360v1
AUC@7
64.9
Facial Recognition and Modelling > Face Alignment
COFW-68 (300WLP)
LUVLI
https://arxiv.org/abs/2004.02980v1
NME (box)
2.57
Facial Recognition and Modelling > Face Alignment
COFW-68 (300WLP)
LUVLI
https://arxiv.org/abs/2004.02980v1
AUC@7
63.4
Facial Recognition and Modelling > Face Alignment
COFW-68 (300WLP)
KDN
http://openaccess.thecvf.com/content_ICCV_2019/html/Chen_Face_Alignment_With_Kernel_Density_Deep_Neural_Network_ICCV_2019_paper.html
NME (box)
2.73
Facial Recognition and Modelling > Face Alignment
COFW-68 (300WLP)
KDN
http://openaccess.thecvf.com/content_ICCV_2019/html/Chen_Face_Alignment_With_Kernel_Density_Deep_Neural_Network_ICCV_2019_paper.html
AUC@7
60.1
Facial Recognition and Modelling > Face Alignment
COFW-68 (300WLP)
2D-FAN
http://arxiv.org/abs/1703.07332v3
NME (box)
2.95
Facial Recognition and Modelling > Face Alignment
COFW-68 (300WLP)
2D-FAN
http://arxiv.org/abs/1703.07332v3
AUC@7
57.5
Facial Recognition and Modelling > Face Alignment
300W (Common)
SPIGA
https://arxiv.org/abs/2210.07233v1
NME
2.59
Facial Recognition and Modelling > Face Alignment
300W (Common)
LUVLi
https://arxiv.org/abs/2004.02980v1
NME
2.76
Facial Recognition and Modelling > Face Alignment
Menpo
LUVLi
https://arxiv.org/abs/2004.02980v1
NME (box)
2.04
Facial Recognition and Modelling > Face Alignment
Menpo
LUVLi
https://arxiv.org/abs/2004.02980v1
AUC (box)
71.9
Facial Recognition and Modelling > Face Alignment
AFLW-PIFA (34 points)
Face alignment
https://www.adrianbulat.com/downloads/BMVC16/cale_bmvc16.pdf
NME
2.96%
Facial Recognition and Modelling > Face Alignment
300W Split 2 (300W-LP)
SH-FAN
https://arxiv.org/abs/2111.02360v1
NME (inter-ocular)
2.94
Facial Recognition and Modelling > Face Alignment
300W Split 2 (300W-LP)
SH-FAN
https://arxiv.org/abs/2111.02360v1
NME (bbox)
2.04
Facial Recognition and Modelling > Face Alignment
300W Split 2 (300W-LP)
SH-FAN
https://arxiv.org/abs/2111.02360v1
AUC@7 (bbox)
71.1
Facial Recognition and Modelling > Face Alignment
300W Split 2 (300W-LP)
LUVLI
https://arxiv.org/abs/2004.02980v1
NME (bbox)
2.10
Facial Recognition and Modelling > Face Alignment
300W Split 2 (300W-LP)
LUVLI
https://arxiv.org/abs/2004.02980v1
AUC@7 (bbox)
70.2
Facial Recognition and Modelling > Face Alignment
300W Split 2 (300W-LP)
KDN
http://openaccess.thecvf.com/content_ICCV_2019/html/Chen_Face_Alignment_With_Kernel_Density_Deep_Neural_Network_ICCV_2019_paper.html
NME (bbox)
2.21
Facial Recognition and Modelling > Face Alignment
300W Split 2 (300W-LP)
KDN
http://openaccess.thecvf.com/content_ICCV_2019/html/Chen_Face_Alignment_With_Kernel_Density_Deep_Neural_Network_ICCV_2019_paper.html
AUC@7 (bbox)
68.3
Facial Recognition and Modelling > Face Alignment
300W Split 2 (300W-LP)
2D-FAN
http://arxiv.org/abs/1703.07332v3
NME (bbox)
2.32
Facial Recognition and Modelling > Face Alignment
300W Split 2 (300W-LP)
2D-FAN
http://arxiv.org/abs/1703.07332v3
AUC@7 (bbox)
66.5
Facial Recognition and Modelling > Face Alignment
COFW
FiFA
https://arxiv.org/abs/2402.15044v1
NME (inter-ocular)
2.96
Facial Recognition and Modelling > Face Alignment
COFW
SH-FAN
https://arxiv.org/abs/2111.02360v1
NME (inter-ocular)
3.02%
Facial Recognition and Modelling > Face Alignment
COFW
DTLD+
https://arxiv.org/abs/2208.10808v1
NME (inter-ocular)
3.02%
Facial Recognition and Modelling > Face Alignment
COFW
PIPNet (ResNet-101)
https://arxiv.org/abs/2003.03771v3
NME (inter-ocular)
3.08%
Facial Recognition and Modelling > Face Alignment
COFW
BarrelNet (ResNet-101)
https://arxiv.org/abs/2105.13150v2
NME (inter-ocular)
3.1%
Facial Recognition and Modelling > Face Alignment
COFW
STAR
https://arxiv.org/abs/2306.02763v1
NME (inter-ocular)
3.21%
Facial Recognition and Modelling > Face Alignment
COFW
STAR
https://arxiv.org/abs/2306.02763v1
NME (inter-pupil)
4.62
Facial Recognition and Modelling > Face Alignment
COFW
HIH
https://arxiv.org/abs/2104.03100v2
NME (inter-ocular)
3.21%
Facial Recognition and Modelling > Face Alignment
COFW
HIH w. MSE(2 stack)
https://openaccess.thecvf.com/content/ICCV2021W/MFR/html/Lan_Revisting_Quantization_Error_in_Face_Alignment_ICCVW_2021_paper.html
NME (inter-ocular)
3.28%
Facial Recognition and Modelling > Face Alignment
COFW
SLPT
https://arxiv.org/abs/2203.06541v2
NME (inter-ocular)
3.32
Facial Recognition and Modelling > Face Alignment
COFW
SLPT
https://arxiv.org/abs/2203.06541v2
NME (inter-pupil)
4.79
Facial Recognition and Modelling > Face Alignment
COFW
Ours (VGG-F)
https://arxiv.org/abs/2103.16554v2
NME (inter-ocular)
3.32
Facial Recognition and Modelling > Face Alignment
COFW
ATF
https://dl.acm.org/doi/10.1145/3394171.3414037
NME (inter-ocular)
3.32%
Facial Recognition and Modelling > Face Alignment
COFW
HRNet
http://arxiv.org/abs/1904.04514v1
NME (inter-ocular)
3.45%
Facial Recognition and Modelling > Face Alignment
COFW
HRNet
https://arxiv.org/abs/1908.07919v2
NME (inter-ocular)
3.45
Facial Recognition and Modelling > Face Alignment
COFW
EF-3ACR
https://arxiv.org/abs/2203.15835v2
NME (inter-ocular)
3.47%
Facial Recognition and Modelling > Face Alignment
COFW
SCC
https://arxiv.org/abs/2006.11697v1
NME (inter-ocular)
3.63%
Facial Recognition and Modelling > Face Alignment
COFW
PropNet
https://arxiv.org/abs/2006.14308v1
NME (inter-ocular)
3.71%
Facial Recognition and Modelling > Face Alignment
COFW
EfficientNet
https://arxiv.org/abs/2111.07047v1
NME (inter-ocular)
3.81%
Facial Recognition and Modelling > Face Alignment
COFW
LAB (w/ B)
http://arxiv.org/abs/1805.10483v1
NME (inter-ocular)
3.92%
Facial Recognition and Modelling > Face Alignment
COFW
MobileNetV2+KD-Loss
https://arxiv.org/abs/2111.07047v1
NME (inter-ocular)
4.11%
Facial Recognition and Modelling > Face Alignment
COFW
Wing (Feng et al., 2018)
http://arxiv.org/abs/1711.06753v5
NME (inter-ocular)
5.07
Facial Recognition and Modelling > Face Alignment
COFW
LAB
http://arxiv.org/abs/1805.10483v1
NME (inter-ocular)
5.58%
Facial Recognition and Modelling > Face Alignment
COFW
PCD-CNNCVPR 18
http://arxiv.org/abs/1802.06713v3
NME (inter-ocular)
5.77%
Facial Recognition and Modelling > Face Alignment
COFW
MNN+OR (Inter-pupils Norm)
https://arxiv.org/abs/2202.02299v1
NME (inter-pupil)
5.04%
Facial Recognition and Modelling > Face Alignment
COFW
MNN+OR (Inter-pupils Norm)
https://arxiv.org/abs/2202.02299v1
Recall at 80% precision (Landmarks Visibility)
72.12
Facial Recognition and Modelling > Face Alignment
COFW
3DDE (Inter-pupil Norm)
https://arxiv.org/abs/1902.01831v2
NME (inter-pupil)
5.11%
Facial Recognition and Modelling > Face Alignment
COFW
3DDE (Inter-pupil Norm)
https://arxiv.org/abs/1902.01831v2
Recall at 80% precision (Landmarks Visibility)
63.89
Facial Recognition and Modelling > Face Alignment
COFW
CHR2C (Inter-pupils Norm)
https://doi.org/10.1016/j.patrec.2019.10.012
NME (inter-pupil)
5.09%
Facial Recognition and Modelling > Face Alignment
COFW
DCFE
http://openaccess.thecvf.com/content_ECCV_2018/html/Roberto_Valle_A_Deeply-initialized_Coarse-to-fine_ECCV_2018_paper.html
NME (inter-pupil)
5.27%
Facial Recognition and Modelling > Face Alignment
COFW
DenseU-Net + Dual Transformer
http://arxiv.org/abs/1812.01936v1
NME (inter-pupil)
5.55%
Facial Recognition and Modelling > Face Alignment
COFW
MNN (Inter-pupil Norm)
https://arxiv.org/abs/2202.02299v1
NME (inter-pupil)
5.65%
Facial Recognition and Modelling > Face Alignment
AFLW-19
FiFA
https://arxiv.org/abs/2402.15044v1
NME_diag (%, Full)
0.92
Facial Recognition and Modelling > Face Alignment
AFLW-19
FiFA
https://arxiv.org/abs/2402.15044v1
NME_diag (%, Frontal)
0.80
Facial Recognition and Modelling > Face Alignment
AFLW-19
FiFA
https://arxiv.org/abs/2402.15044v1
NME_box (%, Full)
1.31
Facial Recognition and Modelling > Face Alignment
AFLW-19
FiFA
https://arxiv.org/abs/2402.15044v1
AUC_box@0.07 (%, Full)
81.8
Facial Recognition and Modelling > Face Alignment
AFLW-19
FaRL-B (epoch 16)
https://arxiv.org/abs/2112.03109v3
NME_diag (%, Full)
0.943
Facial Recognition and Modelling > Face Alignment
AFLW-19
FaRL-B (epoch 16)
https://arxiv.org/abs/2112.03109v3
NME_diag (%, Frontal)
0.821
Facial Recognition and Modelling > Face Alignment
AFLW-19
FaRL-B (epoch 16)
https://arxiv.org/abs/2112.03109v3
NME_box (%, Full)
1.334
Facial Recognition and Modelling > Face Alignment
AFLW-19
FaRL-B (epoch 16)
https://arxiv.org/abs/2112.03109v3
AUC_box@0.07 (%, Full)
81.3
Facial Recognition and Modelling > Face Alignment
AFLW-19
FASE
https://hal.archives-ouvertes.fr/INRIA/hal-03778322v1
NME_diag (%, Full)
1.02