Head Pose Estimation On Aflw2000

Metriken

MAE

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	MAE	Paper Title	Repository
WHENet-V	4.83	WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
2DCube	5.352	An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation	-
Hopenet	6.15	Fine-Grained Head Pose Estimation Without Keypoints
SADRNet	3.82	SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction
LSR	4.412	2D Image head pose estimation via latent space regression under occlusion settings
Hybrid Coarse-Fine	5.395	Hybrid coarse-fine classification for head pose estimation
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)
DAD-3DNet	3.66	DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image
6DRepNet	3.97	6D Rotation Representation For Unconstrained Head Pose Estimation
SRHP-6D	3.49	On the representation and methodology for wide and short range head pose estimation
RetinaFace R-50 (5 points)	4.839	img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
3DDFA	7.393	Face Alignment Across Large Poses: A 3D Solution	-
FSA-Net (Caps-Fusion)	5.07	FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image
EHPNet	4.15	An Effective Deep Network for Head Pose Estimation without Keypoints	-
SRHP-Euler	3.25	On the representation and methodology for wide and short range head pose estimation
Multi-Loss ResNet50 (a=2)	6.155	Fine-Grained Head Pose Estimation Without Keypoints
img2pose	3.913	img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
6DRepNet360	-	Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation
DDD-Pose	4.22	A Data-Driven Approach to Improve 3D Head-Pose Estimation	-
OpNet	3.15	On the power of data augmentation for head pose estimation	-

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