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HyperAI超神经

3D Face Reconstruction On Realy Side View

评估指标

@cheek

@forehead

@mouth

@nose

all

评测结果

各个模型在此基准测试上的表现结果

						Paper Title	Repository
RingNet	2.027 (±0.710)	3.081 (±0.950)	1.994 (±0.604)	1.921 (±0.451)	2.256	Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision
SADRNet	2.010 (±0.715)	2.490 (±0.566)	1.560 (±0.462)	1.771 (±0.521)	1.958	SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction
PRNet	1.960 (±0.731)	2.445 (±0.570)	1.856 (±0.607)	1.868 (±0.510)	2.032	Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network
ExpNet	1.842 (±0.609)	3.393 (±1.076)	2.160 (±0.448)	2.508 (±0.491)	2.476	ExpNet: Landmark-Free, Deep, 3D Facial Expressions
3DDFA-v2	1.781 (±0.636)	2.465 (±0.622)	1.642 (±0.501)	1.883 (±0.499)	1.943	Towards Fast, Accurate and Stable 3D Dense Face Alignment
MGCNet	1.665 (±0.644)	2.248 (±0.508)	1.409 (±0.418)	1.827 (±0.383)	1.787	Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency
SynergyNet	1.662 (±0.627)	2.638 (±0.719)	1.725 (±0.533)	2.008 (±0.526)	2.008	Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
DECA-c	1.630 (±1.135)	2.423 (±0.720)	2.472 (±1.079)	1.903 (±1.050)	2.107	Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
EMOCA-f	1.599 (±0.563)	2.606 (±0.686)	2.948 (±1.292)	2.455 (±0.636)	2.402	EMOCA: Emotion Driven Monocular Face Capture and Animation
DECA-f	1.555 (±0.822)	2.519 (±0.718)	2.684 (±1.041)	2.286 (±1.103)	2.261	Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
EMOCA-c	1.548 (±0.590)	2.448 (±0.708)	2.636 (±1.284)	1.867 (±0.554)	2.125	EMOCA: Emotion Driven Monocular Face Capture and Animation
Deep3D	1.528 (±0.517)	2.074 (±0.486)	1.411 (±0.395)	1.749 (±0.343)	1.657	Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set
PSL	1.469 (±0.495)	2.454 (±0.608)	1.820 (±0.557)	1.685 (±0.475)	1.857	A Perceptual Shape Loss for Monocular 3D Face Reconstruction	-
HiFace-c	1.4392 (±0.429)	1.427 (±0.400)	1.505 (±0.454)	0.992 (±0.246)	1.341	HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details	-
HiFace-f	1.360 (±0.395)	1.399 (±0.388)	1.489 (±0.436)	0.985 (±0.237)	1.308	HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details	-
AlbedoGAN	1.112 (±0.278)	2.142 (±0.554)	2.218 (±0.952)	1.576 (±0.338)	1.762	Towards Realistic Generative 3D Face Models
MICA	1.109 (±0.325)	2.379 (±0.675)	3.567 (±1.212)	1.525 (±0.322)	2.145	Towards Metrical Reconstruction of Human Faces
3DDFA-v3	1.073 (±0.316)	1.861 (±0.421)	1.209 (±0.369)	1.621 (±0.312)	1.441	3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
HRN	1.038 (±0.322)	1.906 (±0.479)	1.285 (±0.528)	1.642 (±0.310)	1.468	A Hierarchical Representation Network for Accurate and Detailed Face Reconstruction from In-The-Wild Images

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3D Face Reconstruction On Realy Side View | SOTA | HyperAI超神经