3D on 300W

Metric: NME (higher is better)

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#	Model↕	NME▼	Augmentations	Paper	Date↕	Code
1	DEIL	8.23	No	Unsupervised learning of object frames by dense ...	2017-06-09	-
2	FSE	7.97	No	Unsupervised learning of object landmarks by fac...	2017-05-05	Code
3	3DDFA	7.01	No	Face Alignment Across Large Poses: A 3D Solution	2015-11-23	-
4	Pose-Invariant	6.3	No	Pose-Invariant Face Alignment with a Single CNN	2017-07-19	-
5	CFSS	5.76	No	Face Alignment Across Large Poses: A 3D Solution	2015-11-23	-
6	FAb-Net	5.71	No	Self-supervised learning of a facial attribute e...	2018-08-21	Code
7	DVE	4.65	No	Unsupervised Learning of Landmarks by Descriptor...	2019-08-18	Code
8	SAN GT	3.98	No	Style Aggregated Network for Facial Landmark Det...	2018-03-12	Code
9	TS3	3.49	Yes	Teacher Supervises Students How to Learn From Pa...	2019-08-06	Code
10	Adaloss	3.31	No	Adaloss: Adaptive Loss Function for Landmark Loc...	2019-08-02	Code
11	CHR2C (Inter-ocular Norm)	3.3	No	-	-	Code
12	CNN-CRF (Inter-ocular Norm)	3.3	No	Deep Structured Prediction for Facial Landmark D...	2020-10-18	Code
13	DCFE (Inter-ocular Norm)	3.24	No	-	-	Code
14	3DDE (Inter-ocular Norm)	3.13	No	Face Alignment using a 3D Deeply-initialized Ens...	2019-02-05	Code
15	AnchorFace	3.12	No	AnchorFace: An Anchor-based Facial Landmark Dete...	2020-07-07	Code
16	SPIGA (Inter-ocular Norm)	2.99	No	Shape Preserving Facial Landmarks with Graph Att...	2022-10-13	Code
17	FiFA	2.89	No	Fiducial Focus Augmentation for Facial Landmark ...	2024-02-23	-
18	D-ViT	2.85	No	Cascaded Dual Vision Transformer for Accurate Fa...	2024-11-08	Code