Face Alignment on 300W Split 2

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NME (box)

Rank	Model	NME (box)	AUC@7 (box)	NME (inter-ocular)	AUC@8 (inter-ocular)	FR@8 (inter-ocular)	Paper	Code	Year
1	SPIGA	2.03	71.0	3.43	57.27	0.67	Shape Preserving Facial Landmarks with Graph Attention Networks	andresprados/spiga	2022
2	DTLD-s	2.05	70.9	–	–	–	Towards Accurate Facial Landmark Detection via Cascaded Transformers		2022
3	LUVLi	2.24	68.3	–	–	–	LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood	abhi1kumar/LUVLi	2020
4	KDN	2.49	67.3	–	–	–	Face Alignment With Kernel Density Deep Neural Network		2019
5	3DDE	–	–	3.73	53.94	2.33	Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees	bobetocalo/bobetocalo_eccv18	2019
6	DCFE	–	–	3.88	52.42	1.83	A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment	bobetocalo/bobetocalo_eccv18	2018
7	DAN	–	–	4.30	47.00	2.67	Deep Alignment Network: A convolutional neural network for robust face alignment	MarekKowalski/DeepAlignmentNetwork · zjjMaiMai/Deep-Alignment-Network-A-convolutional-neural-network-for-robust-face-alignment · JiangShaoYin/DAN	2017
8	SPIGA	2.03	71.0	3.43	57.27	0.67	Shape Preserving Facial Landmarks with Graph Attention Networks	andresprados/spiga	2022
9	DTLD-s	2.05	70.9	–	–	–	Towards Accurate Facial Landmark Detection via Cascaded Transformers		2022
10	LUVLi	2.24	68.3	–	–	–	LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood	abhi1kumar/LUVLi	2020
11	KDN	2.49	67.3	–	–	–	Face Alignment With Kernel Density Deep Neural Network		2019
12	3DDE	–	–	3.73	53.94	2.33	Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees	bobetocalo/bobetocalo_eccv18	2019
13	DCFE	–	–	3.88	52.42	1.83	A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment	bobetocalo/bobetocalo_eccv18	2018
14	DAN	–	–	4.30	47.00	2.67	Deep Alignment Network: A convolutional neural network for robust face alignment	MarekKowalski/DeepAlignmentNetwork · zjjMaiMai/Deep-Alignment-Network-A-convolutional-neural-network-for-robust-face-alignment · JiangShaoYin/DAN	2017
15	SPIGA	2.03	71.0	3.43	57.27	0.67	Shape Preserving Facial Landmarks with Graph Attention Networks	andresprados/spiga	2022
16	DTLD-s	2.05	70.9	–	–	–	Towards Accurate Facial Landmark Detection via Cascaded Transformers		2022
17	LUVLi	2.24	68.3	–	–	–	LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood	abhi1kumar/LUVLi	2020
18	KDN	2.49	67.3	–	–	–	Face Alignment With Kernel Density Deep Neural Network		2019
19	3DDE	–	–	3.73	53.94	2.33	Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees	bobetocalo/bobetocalo_eccv18	2019
20	DCFE	–	–	3.88	52.42	1.83	A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment	bobetocalo/bobetocalo_eccv18	2018