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AFLW2000
1 Image, 2*2 Stitchi on AFLW2000
Metric: MAE (lower is better)
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Model name (A→Z)
#
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
#1
OpNet
SOTA
3.15
MAE
· Extra Data
· 2024-07-07
On the power of data augmentation for head pose estimation
Code
#2
SRHP-Euler
3.25
MAE
· 2024-01-11
On the representation and methodology for wide and short range head pose estimation
Code
#3
DSFNet-f
SOTA
3.25
MAE
· 2023-05-19
DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment
Code
#4
SynergyNet
SOTA
3.35
MAE
· 2021-10-19
Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
Code
#5
SRHP-6D
3.49
MAE
· 2024-01-11
On the representation and methodology for wide and short range head pose estimation
Code
#6
6DRepNet
3.61
MAE
· 2023-09-14
Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation
Code
#7
DAD-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
#8
SADRNet
SOTA
3.82
MAE
· 2021-06-06
SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction
Code
#9
MNN
SOTA
3.83
MAE
· 2020-12-22
Multi-task head pose estimation in-the-wild
Code
#10
img2pose
SOTA
3.913
MAE
· 2020-12-14
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
Code
#11
6DRepNet
3.97
MAE
· 2022-02-25
6D Rotation Representation For Unconstrained Head Pose Estimation
Code
#12
EHPNet
4.15
MAE
· 2022-10-25
An Effective Deep Network for Head Pose Estimation without Keypoints
#13
DDD-Pose
4.22
MAE
No paper
#14
LSR
4.412
MAE
· 2023-11-10
2D Image head pose estimation via latent space regression under occlusion settings
Code
#15
WHENet-V
SOTA
4.83
MAE
· 2020-05-20
WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
Code
#16
RetinaFace R-50 (5 points)
4.839
MAE
· 2020-12-14
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
Code
#17
FSA-Net (Caps-Fusion)
5.07
MAE
No paper
Code
#18
2DCube
5.352
MAE
· 2022-12-07
An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation
#19
Hybrid Coarse-Fine
SOTA
5.395
MAE
· 2019-01-21
Hybrid coarse-fine classification for head pose estimation
Code
#20
WHENet
5.42
MAE
· 2020-05-20
WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
Code
#21
Hopenet
SOTA
6.15
MAE
· 2017-10-02
Fine-Grained Head Pose Estimation Without Keypoints
Code
#22
Multi-Loss ResNet50 (a=2)
SOTA
6.155
MAE
· 2017-10-02
Fine-Grained Head Pose Estimation Without Keypoints
Code
#23
3DDFA
SOTA
7.393
MAE
· 2015-11-23
Face Alignment Across Large Poses: A 3D Solution
#24
FAN (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