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Metric: Mean mAP (higher is better)

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#	Model↕	Mean mAP▼	Augmentations	Paper	Date↕	Code
1	AdaPose	93.38	Yes	-	-	Code
2	SPiKE	89.19	No	SPiKE: 3D Human Pose from Point Cloud Sequences	2024-09-03	Code
3	DECA-D3	88.75	No	DECA: Deep viewpoint-Equivariant human pose esti...	2021-08-19	Code
4	V2V-PoseNet	88.74	No	V2V-PoseNet: Voxel-to-Voxel Prediction Network f...	2017-11-20	Code
5	A2J	88	No	A2J: Anchor-to-Joint Regression Network for 3D A...	2019-08-27	Code
6	REN	84.9	No	Towards Good Practices for Deep 3D Hand Pose Est...	2017-07-23	-
7	Multi-task learning + viewpoint invariance	77.4	No	Towards Viewpoint Invariant 3D Human Pose Estima...	2016-03-23	Code

#1AdaPose
93.38
Mean mAP· Augmentations
No paperCode
#2SPiKESOTA
89.19
Mean mAP· 2024-09-03
SPiKE: 3D Human Pose from Point Cloud Sequences Code
#3DECA-D3SOTA
88.75
Mean mAP· 2021-08-19
DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders Code
#4V2V-PoseNetSOTA
88.74
Mean mAP· 2017-11-20
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map Code
#5A2J
88
Mean mAP· 2019-08-27
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image Code
#6RENSOTA
84.9
Mean mAP· 2017-07-23
Towards Good Practices for Deep 3D Hand Pose Estimation
#7Multi-task learning + viewpoint invarianceSOTA
77.4
Mean mAP· 2016-03-23
Towards Viewpoint Invariant 3D Human Pose Estimation Code