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3D Face Reconstruction On Realy Side View

Metrics

@cheek
@forehead
@mouth
@nose
all

Results

Performance results of various models on this benchmark

Paper TitleRepository
RingNet2.027 (±0.710)3.081 (±0.950)1.994 (±0.604)1.921 (±0.451)2.256Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision
SADRNet2.010 (±0.715)2.490 (±0.566)1.560 (±0.462)1.771 (±0.521)1.958SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction
PRNet1.960 (±0.731)2.445 (±0.570)1.856 (±0.607)1.868 (±0.510)2.032Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network
ExpNet1.842 (±0.609)3.393 (±1.076)2.160 (±0.448)2.508 (±0.491)2.476ExpNet: Landmark-Free, Deep, 3D Facial Expressions
3DDFA-v21.781 (±0.636)2.465 (±0.622)1.642 (±0.501)1.883 (±0.499)1.943Towards Fast, Accurate and Stable 3D Dense Face Alignment
MGCNet1.665 (±0.644)2.248 (±0.508)1.409 (±0.418)1.827 (±0.383)1.787Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency
SynergyNet1.662 (±0.627)2.638 (±0.719)1.725 (±0.533)2.008 (±0.526)2.008Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
DECA-c1.630 (±1.135)2.423 (±0.720)2.472 (±1.079)1.903 (±1.050)2.107Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
EMOCA-f1.599 (±0.563)2.606 (±0.686)2.948 (±1.292)2.455 (±0.636)2.402EMOCA: Emotion Driven Monocular Face Capture and Animation
DECA-f1.555 (±0.822)2.519 (±0.718)2.684 (±1.041)2.286 (±1.103)2.261Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
EMOCA-c1.548 (±0.590)2.448 (±0.708)2.636 (±1.284)1.867 (±0.554)2.125EMOCA: Emotion Driven Monocular Face Capture and Animation
Deep3D1.528 (±0.517)2.074 (±0.486)1.411 (±0.395)1.749 (±0.343)1.657Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set
PSL1.469 (±0.495)2.454 (±0.608)1.820 (±0.557)1.685 (±0.475)1.857A Perceptual Shape Loss for Monocular 3D Face Reconstruction-
HiFace-c1.4392 (±0.429)1.427 (±0.400)1.505 (±0.454)0.992 (±0.246)1.341HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details-
HiFace-f1.360 (±0.395)1.399 (±0.388)1.489 (±0.436)0.985 (±0.237)1.308HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details-
AlbedoGAN1.112 (±0.278)2.142 (±0.554)2.218 (±0.952)1.576 (±0.338)1.762Towards Realistic Generative 3D Face Models
MICA1.109 (±0.325)2.379 (±0.675)3.567 (±1.212)1.525 (±0.322)2.145Towards Metrical Reconstruction of Human Faces
3DDFA-v31.073 (±0.316)1.861 (±0.421)1.209 (±0.369)1.621 (±0.312)1.4413D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
HRN1.038 (±0.322)1.906 (±0.479)1.285 (±0.528)1.642 (±0.310)1.468A 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