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Head Pose Estimation On Biwi

Metrics

MAE (trained with BIWI data)
MAE (trained with other data)

Results

Performance results of various models on this benchmark

Paper TitleRepository
3DDFA-19.068Face Alignment Across Large Poses: A 3D Solution-
KEPLER-13.852KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors-
FAN (12 points)-7.882How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
hopenet-4.89Fine-Grained Head Pose Estimation Without Keypoints
RetinaFace R-50 (5 points)-4.578img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
DDD-Pose2.804.52A Data-Driven Approach to Improve 3D Head-Pose Estimation-
SRHP-Euler-4.13On the representation and methodology for wide and short range head pose estimation
PADACO-4.13Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces-
FSA-Net (Caps-Fusion)-4.00FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image-
SRHP-6D-3.98On the representation and methodology for wide and short range head pose estimation
WHENet-3.81WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
img2pose-3.786img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
MNN-3.66Multi-task head pose estimation in-the-wild
OpNet-3.57On the power of data augmentation for head pose estimation
LSR-3.5192D Image head pose estimation via latent space regression under occlusion settings
WHENet-V-3.48WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
6DRepNet2.663.476D Rotation Representation For Unconstrained Head Pose Estimation
6DRepNet360-3.39Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation
PerspNet-2.95Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular Image
TRG-2.896DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry
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Head Pose Estimation On Biwi | SOTA | HyperAI