3D on Human3.6M

Metric: Average PMPJPE (mm) (higher is better)

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#	Model↕	Average PMPJPE (mm)▼	Augmentations	Paper	Date↕	Code
1	Li et al.	44.3	No	Weakly Supervised Generative Network for Multipl...	2020-08-13	Code
2	MDN	42.6	No	Generating Multiple Hypotheses for 3D Human Pose...	2019-04-11	Code
3	Sharma et al.	37.3	No	Monocular 3D Human Pose Estimation by Generation...	2019-04-02	Code
4	MHEntropy	36.8	No	-	-	Code
5	GraphMDN	36.3	No	GraphMDN: Leveraging graph structure and deep le...	2020-10-26	-
6	DDHPose (H=20, W=10, P-Best)	31.2	No	Disentangled Diffusion-Based 3D Human Pose Estim...	2024-03-07	Code
7	GFPose (HPJ2D-000, S=200)	30.5	No	GFPose: Learning 3D Human Pose Prior with Gradie...	2022-12-16	Code
8	DDHPose (H=20, W=10, J-Best)	26.48	No	Disentangled Diffusion-Based 3D Human Pose Estim...	2024-03-07	Code

#1Li et al.SOTA
44.3
Average PMPJPE (mm)· 2020-08-13
Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses Code
#2MDNSOTA
42.6
Average PMPJPE (mm)· 2019-04-11
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network Code
#3Sharma et al.SOTA
37.3
Average PMPJPE (mm)· 2019-04-02
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking Code
#4MHEntropy
36.8
Average PMPJPE (mm)
No paperCode
#5GraphMDN
36.3
Average PMPJPE (mm)· 2020-10-26
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems
#6DDHPose (H=20, W=10, P-Best)
31.2
Average PMPJPE (mm)· 2024-03-07
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser Code
#7GFPose (HPJ2D-000, S=200)
30.5
Average PMPJPE (mm)· 2022-12-16
GFPose: Learning 3D Human Pose Prior with Gradient Fields Code
#8DDHPose (H=20, W=10, J-Best)
26.48
Average PMPJPE (mm)· 2024-03-07
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser Code