3D Face Reconstruction on AFLW2000-3D

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Mean NME

Rank	Model	Mean NME	Mean NME	Paper	Code	Year
1	SADRNet	3.25%	–	SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction	MCG-NJU/SADRNet	2021
2	VGG-F	3.42%	–	Pre-training strategies and datasets for facial representation learning	tomas-gajarsky/facetorch · 1adrianb/unsupervised-face-representation	2021
3	B-spline FFD	3.51%	–	Learning Free-Form Deformation for 3D Face Reconstruction from In-The-Wild Images		2021
4	3DDFA-V2	3.56%	–	Towards Fast, Accurate and Stable 3D Dense Face Alignment	cleardusk/3DDFA · cleardusk/3DDFA_V2 · scoutant/face-blur	2020
5	PRN	3.9625%	–	Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network	YadiraF/PRNet · jimmy0087/faceai-master · minoring/PRNet · +1	2018
6	3DDFA	5.3695%	–	Face Alignment Across Large Poses: A 3D Solution		2015
7	DeFA	5.6454%	–	Dense Face Alignment	yaojieliu/ICCVW2017-DenseFaceAlignment	2017
8	DSFNet-is	–	3.16	DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment	lhyfst/dsfnet	2023
9	SADRNet	3.25%	–	SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction	MCG-NJU/SADRNet	2021
10	VGG-F	3.42%	–	Pre-training strategies and datasets for facial representation learning	tomas-gajarsky/facetorch · 1adrianb/unsupervised-face-representation	2021
11	B-spline FFD	3.51%	–	Learning Free-Form Deformation for 3D Face Reconstruction from In-The-Wild Images		2021
12	3DDFA-V2	3.56%	–	Towards Fast, Accurate and Stable 3D Dense Face Alignment	cleardusk/3DDFA · cleardusk/3DDFA_V2 · scoutant/face-blur	2020
13	PRN	3.9625%	–	Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network	YadiraF/PRNet · jimmy0087/faceai-master · minoring/PRNet · +1	2018
14	3DDFA	5.3695%	–	Face Alignment Across Large Poses: A 3D Solution		2015
15	DeFA	5.6454%	–	Dense Face Alignment	yaojieliu/ICCVW2017-DenseFaceAlignment	2017
16	DSFNet-is	–	3.16	DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment	lhyfst/dsfnet	2023
17	SADRNet	3.25%	–	SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction	MCG-NJU/SADRNet	2021
18	VGG-F	3.42%	–	Pre-training strategies and datasets for facial representation learning	tomas-gajarsky/facetorch · 1adrianb/unsupervised-face-representation	2021
19	B-spline FFD	3.51%	–	Learning Free-Form Deformation for 3D Face Reconstruction from In-The-Wild Images		2021
20	3DDFA-V2	3.56%	–	Towards Fast, Accurate and Stable 3D Dense Face Alignment	cleardusk/3DDFA · cleardusk/3DDFA_V2 · scoutant/face-blur	2020