Face Alignment On Aflw 19

评估指标

NME_diag (%, Full)

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
CFSS	3.92	Face alignment by coarse-to-fine shape searching	-
CCL	2.72	Unconstrained Face Alignment via Cascaded Compositional Learning	-
DAC-CSR	2.21	Dynamic Attention-controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-set Sample Weighting	-
SAN	1.91	Style Aggregated Network for Facial Landmark Detection
DSRN	1.86	Direct Shape Regression Networks for End-to-End Face Alignment	-
LAB (w/o B)	1.85	Look at Boundary: A Boundary-Aware Face Alignment Algorithm
Wing	1.65	Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks
HR-Net	1.57	High-Resolution Representations for Labeling Pixels and Regions
AnchorFace	1.56	AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses
VGG-F	1.55	Pre-training strategies and datasets for facial representation learning
ATF	1.55	ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets	-
PIPNet (ResNet-101)	1.42	Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild
LUVLi	1.39	LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood
MHHN	1.38	Robust Face Alignment by Multi-order High-precision Hourglass Network	-
DTLD+	1.37	Towards Accurate Facial Landmark Detection via Cascaded Transformers	-
SHR-FAN	1.31	Subpixel Heatmap Regression for Facial Landmark Localization	-
LAB (w/ B)	1.25	Look at Boundary: A Boundary-Aware Face Alignment Algorithm
FASE	1.02	Exploring StyleGAN Latent Space for Face Alignment with Limited Training Data	-
FaRL-B (epoch 16)	0.943	General Facial Representation Learning in a Visual-Linguistic Manner
FiFA	0.92	Fiducial Focus Augmentation for Facial Landmark Detection	-

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