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Metric: MAE (trained with other data) (lower is better)

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#	Model↕	MAE (trained with other data)▲	Extra Data	Paper	Date↕	Code
1	TRG (w/ 300WLP)	2.75	Yes	6DoF Head Pose Estimation through Explicit Bidir...	2024-07-19	Code
2	TRG	2.89	No	6DoF Head Pose Estimation through Explicit Bidir...	2024-07-19	Code
3	PerspNet	2.95	No	Towards 3D Face Reconstruction in Perspective Pr...	2022-05-09	Code
4	6DRepNet360	3.39	No	Towards Robust and Unconstrained Full Range of R...	2023-09-14	Code
5	6DRepNet	3.47	No	6D Rotation Representation For Unconstrained Hea...	2022-02-25	Code
6	WHENet-V	3.48	No	WHENet: Real-time Fine-Grained Estimation for Wi...	2020-05-20	Code
7	LSR	3.519	No	2D Image head pose estimation via latent space r...	2023-11-10	Code
8	OpNet	3.57	Yes	On the power of data augmentation for head pose ...	2024-07-07	Code
9	MNN	3.66	No	Multi-task head pose estimation in-the-wild	2020-12-22	Code
10	img2pose	3.786	No	img2pose: Face Alignment and Detection via 6DoF,...	2020-12-14	Code
11	WHENet	3.81	No	WHENet: Real-time Fine-Grained Estimation for Wi...	2020-05-20	Code
12	SRHP-6D	3.98	No	On the representation and methodology for wide a...	2024-01-11	Code
13	FSA-Net (Caps-Fusion)	4	No	-	-	Code
14	SRHP-Euler	4.13	No	On the representation and methodology for wide a...	2024-01-11	Code
15	PADACO	4.13	Yes	-	-	-
16	DDD-Pose	4.52	No	-	-	-
17	RetinaFace R-50 (5 points)	4.578	No	img2pose: Face Alignment and Detection via 6DoF,...	2020-12-14	Code
18	hopenet	4.89	No	Fine-Grained Head Pose Estimation Without Keypoi...	2017-10-02	Code
19	FAN (12 points)	7.882	No	How far are we from solving the 2D & 3D Face Ali...	2017-03-21	Code
20	KEPLER	13.852	No	KEPLER: Keypoint and Pose Estimation of Unconstr...	2017-02-16	-
21	3DDFA	19.068	No	Face Alignment Across Large Poses: A 3D Solution	2015-11-23	-

#1TRG (w/ 300WLP)SOTA
2.75
MAE (trained with other data)· Extra Data· 2024-07-19
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry Code
#2TRGSOTA
2.89
MAE (trained with other data)· 2024-07-19
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry Code
#3PerspNetSOTA
2.95
MAE (trained with other data)· 2022-05-09
Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular Image Code
#46DRepNet360
3.39
MAE (trained with other data)· 2023-09-14
Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation Code
#56DRepNetSOTA
3.47
MAE (trained with other data)· 2022-02-25
6D Rotation Representation For Unconstrained Head Pose Estimation Code
#6WHENet-VSOTA
3.48
MAE (trained with other data)· 2020-05-20
WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose Code
#7LSR
3.519
MAE (trained with other data)· 2023-11-10
2D Image head pose estimation via latent space regression under occlusion settings Code
#8OpNet
3.57
MAE (trained with other data)· Extra Data· 2024-07-07
On the power of data augmentation for head pose estimation Code
#9MNN
3.66
MAE (trained with other data)· 2020-12-22
Multi-task head pose estimation in-the-wild Code
#10img2pose
3.786
MAE (trained with other data)· 2020-12-14
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation Code
#11WHENetSOTA
3.81
MAE (trained with other data)· 2020-05-20
WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose Code
#12SRHP-6D
3.98
MAE (trained with other data)· 2024-01-11
On the representation and methodology for wide and short range head pose estimation Code
#13FSA-Net (Caps-Fusion)
4
MAE (trained with other data)
No paperCode
#14SRHP-Euler
4.13
MAE (trained with other data)· 2024-01-11
On the representation and methodology for wide and short range head pose estimation Code
#15PADACO
4.13
MAE (trained with other data)· Extra Data
No paper
#16DDD-Pose
4.52
MAE (trained with other data)
No paper
#17RetinaFace R-50 (5 points)
4.578
MAE (trained with other data)· 2020-12-14
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation Code
#18hopenetSOTA
4.89
MAE (trained with other data)· 2017-10-02
Fine-Grained Head Pose Estimation Without Keypoints Code
#19FAN (12 points)SOTA
7.882
MAE (trained with other data)· 2017-03-21
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)Code
#20KEPLERSOTA
13.852
MAE (trained with other data)· 2017-02-16
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors
#213DDFASOTA
19.068
MAE (trained with other data)· 2015-11-23
Face Alignment Across Large Poses: A 3D Solution