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Face Alignment On Wfw Extra Data

Metrics

AUC@10 (inter-ocular)

FR@10 (inter-ocular)

NME (inter-ocular)

Results

Performance results of various models on this benchmark

				Paper Title	Repository
VGG-F	-	-	4.57	Pre-training strategies and datasets for facial representation learning
ATF	-	-	4.49	ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets	-
LUVLi	57.7	3.12	4.37	LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood
Awing	57.19	2.84	4.36	Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression
AnchoFace	57.69	2.96	4.32	AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses
SPLT	59.50	2.76	4.14	Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning
ADNet	60.22	2.72	4.14	ADNet: Attention-guided Deformable Convolutional Network for High Dynamic Range Imaging
HIH	60.50	2.60	4.08	HIH: Towards More Accurate Face Alignment via Heatmap in Heatmap
SPIGA	60.56	2.08	4.06	Shape Preserving Facial Landmarks with Graph Attention Networks
FaRL-B (epoch 16)	61.16	1.76	3.96	General Facial Representation Learning in a Visual-Linguistic Manner
SH-FAN	63.1	1.55	3.72	Subpixel Heatmap Regression for Facial Landmark Localization	-

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