3D Face Reconstruction on AFLW-19

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

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#	Model↕	NME_box (%, Full)▼	Extra Data	Paper	Date↕	Code
1	SAN	4.04	No	Style Aggregated Network for Facial Landmark Det...	2018-03-12	Code
2	Wing	3.56	No	Wing Loss for Robust Facial Landmark Localisatio...	2017-11-17	Code
3	KDN	2.8	No	-	-	-
4	LUVLi	2.28	No	LUVLi Face Alignment: Estimating Landmarks' Loca...	2020-04-06	Code
5	SHR-FAN	2.14	Yes	Subpixel Heatmap Regression for Facial Landmark ...	2021-11-03	-
6	LLL	1.97	No	Laplace Landmark Localization	2019-03-27	-
7	3FabRec	1.84	Yes	3FabRec: Fast Few-shot Face alignment by Reconst...	2019-11-24	Code
8	FASE	1.45	No	-	-	-
9	FaRL-B (epoch 16)	1.334	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
10	FiFA	1.31	No	Fiducial Focus Augmentation for Facial Landmark ...	2024-02-23	-

#1SANSOTA
4.04
NME_box (%, Full)· 2018-03-12
Style Aggregated Network for Facial Landmark Detection Code
#2WingSOTA
3.56
NME_box (%, Full)· 2017-11-17
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks Code
#3KDN
2.8
NME_box (%, Full)
No paper
#4LUVLi
2.28
NME_box (%, Full)· 2020-04-06
LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood Code
#5SHR-FAN
2.14
NME_box (%, Full)· Extra Data· 2021-11-03
Subpixel Heatmap Regression for Facial Landmark Localization
#6LLL
1.97
NME_box (%, Full)· 2019-03-27
Laplace Landmark Localization
#73FabRec
1.84
NME_box (%, Full)· Extra Data· 2019-11-24
3FabRec: Fast Few-shot Face alignment by Reconstruction Code
#8FASE
1.45
NME_box (%, Full)
No paper
#9FaRL-B (epoch 16)
1.334
NME_box (%, Full)· Extra Data· 2021-12-06
General Facial Representation Learning in a Visual-Linguistic Manner Code
#10FiFA
1.31
NME_box (%, Full)· 2024-02-23
Fiducial Focus Augmentation for Facial Landmark Detection