3D on AFLW-19

Metric: NME_diag (%, Full) (higher is better)

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#	Model↕	NME_diag (%, Full)▼	Augmentations	Paper	Date↕	Code
1	CFSS	3.92	No	-	-	Code
2	CCL	2.72	No	-	-	-
3	DAC-CSR	2.21	No	Dynamic Attention-controlled Cascaded Shape Regr...	2016-11-16	-
4	SAN	1.91	No	Style Aggregated Network for Facial Landmark Det...	2018-03-12	Code
5	DSRN	1.86	No	-	-	-
6	LAB (w/o B)	1.85	No	Look at Boundary: A Boundary-Aware Face Alignmen...	2018-05-26	Code
7	Wing	1.65	No	Wing Loss for Robust Facial Landmark Localisatio...	2017-11-17	Code
8	HR-Net	1.57	No	High-Resolution Representations for Labeling Pix...	2019-04-09	Code
9	AnchorFace	1.56	No	AnchorFace: An Anchor-based Facial Landmark Dete...	2020-07-07	Code
10	VGG-F	1.55	Yes	Pre-training strategies and datasets for facial ...	2021-03-30	Code
11	ATF	1.55	Yes	-	-	Code
12	PIPNet (ResNet-101)	1.42	No	Pixel-in-Pixel Net: Towards Efficient Facial Lan...	2020-03-08	Code
13	LUVLi	1.39	No	LUVLi Face Alignment: Estimating Landmarks' Loca...	2020-04-06	Code
14	MHHN	1.38	No	Robust Face Alignment by Multi-order High-precis...	2020-10-17	-
15	DTLD+	1.37	No	Towards Accurate Facial Landmark Detection via C...	2022-08-23	-
16	SHR-FAN	1.31	Yes	Subpixel Heatmap Regression for Facial Landmark ...	2021-11-03	-
17	LAB (w/ B)	1.25	Yes	Look at Boundary: A Boundary-Aware Face Alignmen...	2018-05-26	Code
18	FASE	1.02	No	-	-	-
19	FaRL-B (epoch 16)	0.943	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
20	FiFA	0.92	No	Fiducial Focus Augmentation for Facial Landmark ...	2024-02-23	-