1 Image, 2*2 Stitchi on BIWI

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

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#	Model↕	MAE (trained with BIWI data)▲	Extra Data	Paper	Date↕	Code
1	VGGNet-RNN	1.413	Yes	-	-	-
2	Direct Regression	2.54	No	Deep Ordinal Regression with Label Diversity	2020-06-29	Code
3	6DRepNet	2.66	No	6D Rotation Representation For Unconstrained Hea...	2022-02-25	Code
4	DDD-Pose	2.8	No	-	-	-
5	Hybrid Coarse-Fine	3.0174	No	Hybrid coarse-fine classification for head pose ...	2019-01-21	Code
6	EHPNet	3.43	No	An Effective Deep Network for Head Pose Estimati...	2022-10-25	-
7	DAD-3DNet	3.98	No	DAD-3DHeads: A Large-scale Dense, Accurate and D...	2022-04-07	Code
8	2DCube	4.31	No	An Intuitive and Unconstrained 2D Cube Represent...	2022-12-07	-
9	Multi-Loss ResNet50	4.895	No	Fine-Grained Head Pose Estimation Without Keypoi...	2017-10-02	Code

#1VGGNet-RNN
1.413
MAE (trained with BIWI data)· Extra Data
No paper
#2Direct RegressionSOTA
2.54
MAE (trained with BIWI data)· 2020-06-29
Deep Ordinal Regression with Label Diversity Code
#36DRepNet
2.66
MAE (trained with BIWI data)· 2022-02-25
6D Rotation Representation For Unconstrained Head Pose Estimation Code
#4DDD-Pose
2.8
MAE (trained with BIWI data)
No paper
#5Hybrid Coarse-FineSOTA
3.0174
MAE (trained with BIWI data)· 2019-01-21
Hybrid coarse-fine classification for head pose estimation Code
#6EHPNet
3.43
MAE (trained with BIWI data)· 2022-10-25
An Effective Deep Network for Head Pose Estimation without Keypoints
#7DAD-3DNet
3.98
MAE (trained with BIWI data)· 2022-04-07
DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image Code
#82DCube
4.31
MAE (trained with BIWI data)· 2022-12-07
An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation
#9Multi-Loss ResNet50SOTA
4.895
MAE (trained with BIWI data)· 2017-10-02
Fine-Grained Head Pose Estimation Without Keypoints Code