Head Pose Estimation On Biwi

评估指标

MAE (trained with BIWI data)

MAE (trained with other data)

评测结果

各个模型在此基准测试上的表现结果

			Paper Title	Repository
3DDFA	-	19.068	Face Alignment Across Large Poses: A 3D Solution	-
KEPLER	-	13.852	KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors	-
FAN (12 points)	-	7.882	How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
hopenet	-	4.89	Fine-Grained Head Pose Estimation Without Keypoints
RetinaFace R-50 (5 points)	-	4.578	img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
DDD-Pose	2.80	4.52	A Data-Driven Approach to Improve 3D Head-Pose Estimation	-
SRHP-Euler	-	4.13	On the representation and methodology for wide and short range head pose estimation
PADACO	-	4.13	Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces	-
FSA-Net (Caps-Fusion)	-	4.00	FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image	-
SRHP-6D	-	3.98	On the representation and methodology for wide and short range head pose estimation
WHENet	-	3.81	WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
img2pose	-	3.786	img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
MNN	-	3.66	Multi-task head pose estimation in-the-wild
OpNet	-	3.57	On the power of data augmentation for head pose estimation
LSR	-	3.519	2D Image head pose estimation via latent space regression under occlusion settings
WHENet-V	-	3.48	WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
6DRepNet	2.66	3.47	6D Rotation Representation For Unconstrained Head Pose Estimation
6DRepNet360	-	3.39	Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation
PerspNet	-	2.95	Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular Image
TRG	-	2.89	6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry

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