Face Reconstruction on REALY

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#	Model↕	all▼	Extra Data	Paper	Date↕	Code
1	N-3DMM	2.953	No	Towards High-fidelity Nonlinear 3D Face Morphabl...	2019-04-09	-
2	EMOCA-f	2.388	No	EMOCA: Emotion Driven Monocular Face Capture and...	2022-04-24	Code
3	ExpNet	2.306	No	ExpNet: Landmark-Free, Deep, 3D Facial Expressions	2018-02-02	Code
4	RingNet	2.258	No	Learning to Regress 3D Face Shape and Expression...	2019-05-16	Code
5	DECA-f	2.21	No	Learning an Animatable Detailed 3D Face Model fr...	2020-12-07	Code
6	MICA	2.134	No	Towards Metrical Reconstruction of Human Faces	2022-04-13	Code
7	EMOCA-c	2.103	No	EMOCA: Emotion Driven Monocular Face Capture and...	2022-04-24	Code
8	SynergyNet	2.021	No	Synergy between 3DMM and 3D Landmarks for Accura...	2021-10-19	Code
9	CEST	2.017	No	Self-Supervised 3D Face Reconstruction via Condi...	2021-10-10	-
10	PRNet	2.013	No	Joint 3D Face Reconstruction and Dense Alignment...	2018-03-21	Code
11	DECA-c	2.01	No	Learning an Animatable Detailed 3D Face Model fr...	2020-12-07	Code
12	3DDFA-v2	1.926	No	Towards Fast, Accurate and Stable 3D Dense Face ...	2020-09-21	Code
13	SADRNet	1.913	No	SADRNet: Self-Aligned Dual Face Regression Netwo...	2021-06-06	Code
14	PSL	1.882	No	A Perceptual Shape Loss for Monocular 3D Face Re...	2023-10-30	-
15	GANFit	1.868	No	GANFIT: Generative Adversarial Network Fitting f...	2019-02-15	Code
16	MGCNet	1.787	No	Self-Supervised Monocular 3D Face Reconstruction...	2020-07-24	Code
17	AlbedoGAN	1.746	No	Towards Realistic Generative 3D Face Models	2023-04-24	Code
18	Deep3D	1.657	No	Accurate 3D Face Reconstruction with Weakly-Supe...	2019-03-20	Code
19	HRN	1.537	No	A Hierarchical Representation Network for Accura...	2023-02-28	Code
20	MoSAR	1.5	No	MoSAR: Monocular Semi-Supervised Model for Avata...	2023-12-20	-
21	3DDFA-v3	1.435	No	3D Face Reconstruction with the Geometric Guidan...	2023-12-01	Code
22	FFHQ-UV	1.399	No	FFHQ-UV: Normalized Facial UV-Texture Dataset fo...	2022-11-25	Code
23	HiFace-c	1.297	No	HiFace: High-Fidelity 3D Face Reconstruction by ...	2023-03-20	-
24	HiFace-f	1.275	No	HiFace: High-Fidelity 3D Face Reconstruction by ...	2023-03-20	-

#1N-3DMMSOTA
2.953
all· 2019-04-09
Towards High-fidelity Nonlinear 3D Face Morphable Model
#2EMOCA-f
2.388
all· 2022-04-24
EMOCA: Emotion Driven Monocular Face Capture and Animation Code
#3ExpNetSOTA
2.306
all· 2018-02-02
ExpNet: Landmark-Free, Deep, 3D Facial Expressions Code
#4RingNet
2.258
all· 2019-05-16
Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision Code
#5DECA-f
2.21
all· 2020-12-07
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images Code
#6MICA
2.134
all· 2022-04-13
Towards Metrical Reconstruction of Human Faces Code
#7EMOCA-c
2.103
all· 2022-04-24
EMOCA: Emotion Driven Monocular Face Capture and Animation Code
#8SynergyNet
2.021
all· 2021-10-19
Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry Code
#9CEST
2.017
all· 2021-10-10
Self-Supervised 3D Face Reconstruction via Conditional Estimation
#10PRNet
2.013
all· 2018-03-21
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network Code
#11DECA-c
2.01
all· 2020-12-07
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images Code
#123DDFA-v2
1.926
all· 2020-09-21
Towards Fast, Accurate and Stable 3D Dense Face Alignment Code
#13SADRNet
1.913
all· 2021-06-06
SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction Code
#14PSL
1.882
all· 2023-10-30
A Perceptual Shape Loss for Monocular 3D Face Reconstruction
#15GANFit
1.868
all· 2019-02-15
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction Code
#16MGCNet
1.787
all· 2020-07-24
Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency Code
#17AlbedoGAN
1.746
all· 2023-04-24
Towards Realistic Generative 3D Face Models Code
#18Deep3D
1.657
all· 2019-03-20
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set Code
#19HRN
1.537
all· 2023-02-28
A Hierarchical Representation Network for Accurate and Detailed Face Reconstruction from In-The-Wild Images Code
#20MoSAR
1.5
all· 2023-12-20
MoSAR: Monocular Semi-Supervised Model for Avatar Reconstruction using Differentiable Shading
#213DDFA-v3
1.435
all· 2023-12-01
3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation Code
#22FFHQ-UV
1.399
all· 2022-11-25
FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction Code
#23HiFace-c
1.297
all· 2023-03-20
HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details
#24HiFace-f
1.275
all· 2023-03-20
HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details