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Head Pose Estimation On Aflw2000

Metrics

MAE

Results

Performance results of various models on this benchmark

Paper TitleRepository
FAN (12 points) 9.116How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
3DDFA 7.393Face Alignment Across Large Poses: A 3D Solution-
Multi-Loss ResNet50 (a=2)6.155Fine-Grained Head Pose Estimation Without Keypoints
Hopenet6.15Fine-Grained Head Pose Estimation Without Keypoints
WHENet5.42WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
Hybrid Coarse-Fine5.395Hybrid coarse-fine classification for head pose estimation
2DCube5.352An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation-
FSA-Net (Caps-Fusion)5.07FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image-
RetinaFace R-50 (5 points)4.839img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
WHENet-V4.83WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
LSR4.4122D Image head pose estimation via latent space regression under occlusion settings
DDD-Pose4.22A Data-Driven Approach to Improve 3D Head-Pose Estimation-
EHPNet4.15An Effective Deep Network for Head Pose Estimation without Keypoints-
6DRepNet3.976D Rotation Representation For Unconstrained Head Pose Estimation
img2pose3.913img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
MNN3.83Multi-task head pose estimation in-the-wild
SADRNet3.82SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction
DAD-3DNet3.66DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image
6DRepNet3.61Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation
SRHP-6D3.49On the representation and methodology for wide and short range head pose estimation
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Head Pose Estimation On Aflw2000 | SOTA | HyperAI