Head Pose Estimation On Aflw2000

评估指标

MAE

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
FAN (12 points)	9.116	How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
3DDFA	7.393	Face Alignment Across Large Poses: A 3D Solution	-
Multi-Loss ResNet50 (a=2)	6.155	Fine-Grained Head Pose Estimation Without Keypoints
Hopenet	6.15	Fine-Grained Head Pose Estimation Without Keypoints
WHENet	5.42	WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
Hybrid Coarse-Fine	5.395	Hybrid coarse-fine classification for head pose estimation
2DCube	5.352	An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation	-
FSA-Net (Caps-Fusion)	5.07	FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image	-
RetinaFace R-50 (5 points)	4.839	img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
WHENet-V	4.83	WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
LSR	4.412	2D Image head pose estimation via latent space regression under occlusion settings
DDD-Pose	4.22	A Data-Driven Approach to Improve 3D Head-Pose Estimation	-
EHPNet	4.15	An Effective Deep Network for Head Pose Estimation without Keypoints	-
6DRepNet	3.97	6D Rotation Representation For Unconstrained Head Pose Estimation
img2pose	3.913	img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
MNN	3.83	Multi-task head pose estimation in-the-wild
SADRNet	3.82	SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction
DAD-3DNet	3.66	DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image
6DRepNet	3.61	Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation
SRHP-6D	3.49	On the representation and methodology for wide and short range head pose estimation

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