Facial Recognition and Modelling on 300W

Metric: NME_inter-pupil (%, Challenge) (higher is better)

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#	Model↕	NME_inter-pupil (%, Challenge)▼	Extra Data	Paper	Date↕	Code
1	3DDFA	10.59	No	Face Alignment in Full Pose Range: A 3D Total So...	2018-04-02	Code
2	SIR-LAN	8.14	No	Facial Landmarks Detection by Self-Iterative Reg...	2018-03-18	-
3	DCFE	7.54	No	-	-	Code
4	CHR2C	7.44	No	-	-	Code
5	Wing	7.18	No	Wing Loss for Robust Facial Landmark Localisatio...	2017-11-17	Code
6	3DDE	7.1	No	Face Alignment using a 3D Deeply-initialized Ens...	2019-02-05	Code
7	DAN-Menpo	7.05	No	Deep Alignment Network: A convolutional neural n...	2017-06-06	Code
8	CNN-CRF	6.98	No	Deep Structured Prediction for Facial Landmark D...	2020-10-18	Code
9	LAB	6.98	Yes	Look at Boundary: A Boundary-Aware Face Alignmen...	2018-05-26	Code
10	GRegNet + LRefNet	6.89	No	-	-	-
11	SPIGA	6.73	No	Shape Preserving Facial Landmarks with Graph Att...	2022-10-13	Code
12	AWing	6.52	No	Adaptive Wing Loss for Robust Face Alignment via...	2019-04-16	Code
13	ADNet	6.47	No	ADNet: Leveraging Error-Bias Towards Normal Dire...	2021-09-13	Code
14	FaRL-B (epoch 16)	6.42	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
15	FaRL-B (epoch 64)	6.38	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
16	HGs + SA + Norm + GHCU	6.38	No	Semantic Alignment: Finding Semantically Consist...	2019-03-26	-
17	STAR	6.22	No	STAR Loss: Reducing Semantic Ambiguity in Facial...	2023-06-05	Code
18	PropNet	5.75	No	PropagationNet: Propagate Points to Curve to Lea...	2020-06-25	-