Face Alignment On Wflw

Metrics

AUC@10 (inter-ocular)

FR@10 (inter-ocular)

NME (inter-ocular)

Results

Performance results of various models on this benchmark

				Paper Title	Repository
ESR	27.74	35.24	11.13	Face alignment by explicit shape regression	-
DVLN	45.6	10.84	10.84	Leveraging intra and inter-dataset variations for robust face alignment	-
ASMNet	-	-	10.77	ASMNet: a Lightweight Deep Neural Network for Face Alignment and Pose Estimation
SDM	30.02	29.40	10.29	Supervised Descent Method and Its Applications to Face Alignment	-
MobileNetV2	-	-	9.41	ASMNet: a Lightweight Deep Neural Network for Face Alignment and Pose Estimation
CFSS	36.6	20.56	9.07	Face alignment by coarse-to-fine shape searching	-
SCAF	-	-	5.50	SCAF: Skip-Connections in Auto-encoder for Face alignment with few annotated data	-
LAB	53.2	7.56	5.27	Look at Boundary: A Boundary-Aware Face Alignment Algorithm
ATPN	55.7	6.27	5.13	An Efficient Multitask Neural Network for Face Alignment, Head Pose Estimation and Face Tracking	-
Wing	55.4	6.00	5.11	Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks
3DDE	55.44	5.04	4.68	Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees
GRegNet + LRefNet	58.4	4.88	4.65	Efficient and Accurate Face Alignment by Global Regression and Cascaded Local Refinement	-
LDDMM-Face	55.09	3.68	4.63	LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment	-
DeCaFA	56.3	4.84	4.62	DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild	-
FASE	-	-	4.62	Exploring StyleGAN Latent Space for Face Alignment with Limited Training Data	-
HRNet	-	-	4.60	Deep High-Resolution Representation Learning for Visual Recognition
SCC	56.66	2.88	4.4	Fast and Accurate: Structure Coherence Component for Face Alignment	-
CHR2C	57.55	3.55	4.39	Cascade of Encoder-Decoder CNNs with Learned Coordinates Regressor for Robust Facial Landmarks Detection	-
AVS	59.13	4.08	4.39	Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Translation
LUVLi	57.7	3.12	4.37	LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood

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Face Alignment On Wflw

Metrics

Results