3D Human Pose Estimation on AH36M

Metric: H36M PMPJPE (n = 1) (higher is better)

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#	Model↕	H36M PMPJPE (n = 1)▼	Extra Data	Paper	Date↕	Code
1	HMR (2D Vis, by MHEntropy)	67.4	No	End-to-end Recovery of Human Shape and Pose	2017-12-18	Code
2	HMR	56.8	No	End-to-end Recovery of Human Shape and Pose	2017-12-18	Code
3	SMPL-CVAE	46.7	No	3D Multi-bodies: Fitting Sets of Plausible 3D Hu...	2020-11-02	-
4	SMPL-MDN (by 3D Multi-bodies)	44.8	No	Generating Multiple Hypotheses for 3D Human Pose...	2019-04-11	Code
5	3D Multi-bodies	41.6	No	3D Multi-bodies: Fitting Sets of Plausible 3D Hu...	2020-11-02	-
6	ProHMR	41.2	No	Probabilistic Modeling for Human Mesh Recovery	2021-08-26	Code

#1HMR (2D Vis, by MHEntropy)SOTA
67.4
H36M PMPJPE (n = 1)· 2017-12-18
End-to-end Recovery of Human Shape and Pose Code
#2HMR
56.8
H36M PMPJPE (n = 1)· 2017-12-18
End-to-end Recovery of Human Shape and Pose Code
#3SMPL-CVAE
46.7
H36M PMPJPE (n = 1)· 2020-11-02
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data
#4SMPL-MDN (by 3D Multi-bodies)
44.8
H36M PMPJPE (n = 1)· 2019-04-11
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network Code
#53D Multi-bodies
41.6
H36M PMPJPE (n = 1)· 2020-11-02
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data
#6ProHMR
41.2
H36M PMPJPE (n = 1)· 2021-08-26
Probabilistic Modeling for Human Mesh Recovery Code