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SotA/Methodology/3D/AFLW2000

3D on AFLW2000

Metric: MAE (lower is better)

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#Model↕MAE▲AugmentationsPaperDate↕Code
1OpNet3.15YesOn the power of data augmentation for head pose ...2024-07-07Code
2SRHP-Euler3.25NoOn the representation and methodology for wide a...2024-01-11Code
3DSFNet-f3.25NoDSFNet: Dual Space Fusion Network for Occlusion-...2023-05-19Code
4SynergyNet3.35NoSynergy between 3DMM and 3D Landmarks for Accura...2021-10-19Code
5SRHP-6D3.49NoOn the representation and methodology for wide a...2024-01-11Code
66DRepNet3.61NoTowards Robust and Unconstrained Full Range of R...2023-09-14Code
7DAD-3DNet3.66NoDAD-3DHeads: A Large-scale Dense, Accurate and D...2022-04-07Code
8SADRNet3.82NoSADRNet: Self-Aligned Dual Face Regression Netwo...2021-06-06Code
9MNN3.83NoMulti-task head pose estimation in-the-wild2020-12-22Code
10img2pose3.913Noimg2pose: Face Alignment and Detection via 6DoF,...2020-12-14Code
116DRepNet3.97No6D Rotation Representation For Unconstrained Hea...2022-02-25Code
12EHPNet4.15NoAn Effective Deep Network for Head Pose Estimati...2022-10-25-
13DDD-Pose4.22No---
14LSR4.412No2D Image head pose estimation via latent space r...2023-11-10Code
15WHENet-V4.83NoWHENet: Real-time Fine-Grained Estimation for Wi...2020-05-20Code
16RetinaFace R-50 (5 points)4.839Noimg2pose: Face Alignment and Detection via 6DoF,...2020-12-14Code
17FSA-Net (Caps-Fusion)5.07No--Code
182DCube5.352NoAn Intuitive and Unconstrained 2D Cube Represent...2022-12-07-
19Hybrid Coarse-Fine5.395NoHybrid coarse-fine classification for head pose ...2019-01-21Code
20WHENet5.42NoWHENet: Real-time Fine-Grained Estimation for Wi...2020-05-20Code
21Hopenet6.15NoFine-Grained Head Pose Estimation Without Keypoi...2017-10-02Code
22Multi-Loss ResNet50 (a=2)6.155NoFine-Grained Head Pose Estimation Without Keypoi...2017-10-02Code
233DDFA7.393NoFace Alignment Across Large Poses: A 3D Solution2015-11-23-
24FAN (12 points)9.116NoHow far are we from solving the 2D & 3D Face Ali...2017-03-21Code