1 Image, 2*2 Stitchi on AFLW2000

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	OpNet	3.15	Yes	On the power of data augmentation for head pose ...	2024-07-07	Code
2	SRHP-Euler	3.25	No	On the representation and methodology for wide a...	2024-01-11	Code
3	DSFNet-f	3.25	No	DSFNet: Dual Space Fusion Network for Occlusion-...	2023-05-19	Code
4	SynergyNet	3.35	No	Synergy between 3DMM and 3D Landmarks for Accura...	2021-10-19	Code
5	SRHP-6D	3.49	No	On the representation and methodology for wide a...	2024-01-11	Code
6	6DRepNet	3.61	No	Towards Robust and Unconstrained Full Range of R...	2023-09-14	Code
7	DAD-3DNet	3.66	No	DAD-3DHeads: A Large-scale Dense, Accurate and D...	2022-04-07	Code
8	SADRNet	3.82	No	SADRNet: Self-Aligned Dual Face Regression Netwo...	2021-06-06	Code
9	MNN	3.83	No	Multi-task head pose estimation in-the-wild	2020-12-22	Code
10	img2pose	3.913	No	img2pose: Face Alignment and Detection via 6DoF,...	2020-12-14	Code
11	6DRepNet	3.97	No	6D Rotation Representation For Unconstrained Hea...	2022-02-25	Code
12	EHPNet	4.15	No	An Effective Deep Network for Head Pose Estimati...	2022-10-25	-
13	DDD-Pose	4.22	No	-	-	-
14	LSR	4.412	No	2D Image head pose estimation via latent space r...	2023-11-10	Code
15	WHENet-V	4.83	No	WHENet: Real-time Fine-Grained Estimation for Wi...	2020-05-20	Code
16	RetinaFace R-50 (5 points)	4.839	No	img2pose: Face Alignment and Detection via 6DoF,...	2020-12-14	Code
17	FSA-Net (Caps-Fusion)	5.07	No	-	-	Code
18	2DCube	5.352	No	An Intuitive and Unconstrained 2D Cube Represent...	2022-12-07	-
19	Hybrid Coarse-Fine	5.395	No	Hybrid coarse-fine classification for head pose ...	2019-01-21	Code
20	WHENet	5.42	No	WHENet: Real-time Fine-Grained Estimation for Wi...	2020-05-20	Code
21	Hopenet	6.15	No	Fine-Grained Head Pose Estimation Without Keypoi...	2017-10-02	Code
22	Multi-Loss ResNet50 (a=2)	6.155	No	Fine-Grained Head Pose Estimation Without Keypoi...	2017-10-02	Code
23	3DDFA	7.393	No	Face Alignment Across Large Poses: A 3D Solution	2015-11-23	-
24	FAN (12 points)	9.116	No	How far are we from solving the 2D & 3D Face Ali...	2017-03-21	Code

#1OpNetSOTA
3.15
MAE· Extra Data· 2024-07-07
On the power of data augmentation for head pose estimation Code
#2SRHP-Euler
3.25
MAE· 2024-01-11
On the representation and methodology for wide and short range head pose estimation Code
#3DSFNet-fSOTA
3.25
MAE· 2023-05-19
DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment Code
#4SynergyNetSOTA
3.35
MAE· 2021-10-19
Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry Code
#5SRHP-6D
3.49
MAE· 2024-01-11
On the representation and methodology for wide and short range head pose estimation Code
#66DRepNet
3.61
MAE· 2023-09-14
Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation Code
#7DAD-3DNet
3.66
MAE· 2022-04-07
DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image Code
#8SADRNetSOTA
3.82
MAE· 2021-06-06
SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction Code
#9MNNSOTA
3.83
MAE· 2020-12-22
Multi-task head pose estimation in-the-wild Code
#10img2poseSOTA
3.913
MAE· 2020-12-14
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation Code
#116DRepNet
3.97
MAE· 2022-02-25
6D Rotation Representation For Unconstrained Head Pose Estimation Code
#12EHPNet
4.15
MAE· 2022-10-25
An Effective Deep Network for Head Pose Estimation without Keypoints
#13DDD-Pose
4.22
MAE
No paper
#14LSR
4.412
MAE· 2023-11-10
2D Image head pose estimation via latent space regression under occlusion settings Code
#15WHENet-VSOTA
4.83
MAE· 2020-05-20
WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose Code
#16RetinaFace R-50 (5 points)
4.839
MAE· 2020-12-14
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation Code
#17FSA-Net (Caps-Fusion)
5.07
MAE
No paperCode
#182DCube
5.352
MAE· 2022-12-07
An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation
#19Hybrid Coarse-FineSOTA
5.395
MAE· 2019-01-21
Hybrid coarse-fine classification for head pose estimation Code
#20WHENet
5.42
MAE· 2020-05-20
WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose Code
#21HopenetSOTA
6.15
MAE· 2017-10-02
Fine-Grained Head Pose Estimation Without Keypoints Code
#22Multi-Loss ResNet50 (a=2)SOTA
6.155
MAE· 2017-10-02
Fine-Grained Head Pose Estimation Without Keypoints Code
#233DDFASOTA
7.393
MAE· 2015-11-23
Face Alignment Across Large Poses: A 3D Solution
#24FAN (12 points)
9.116
MAE· 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