Pose Estimation on ITOP front-view

21개 결과 · ⬇ CSV · JSON

Mean mAP

Rank	Model	Mean mAP	Extra Training Data	Paper	Code	Year
1	AdaPose	93.38	✓	Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling Strategy	Hmslab/Adapose	2021
2	SPiKE	89.19		SPiKE: 3D Human Pose from Point Cloud Sequences	iballester/SPiKE	2024
3	DECA-D3	88.75		DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders	mmlab-cv/deca	2021
4	V2V-PoseNet	88.74		V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map	mks0601/V2V-PoseNet_RELEASE · dragonbook/V2V-PoseNet-pytorch · YangYangTaoTao/V2V-PoseNet_Pytorch · +2	2017
5	A2J	88.0		A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image	zhangboshen/A2J · bo-zhang-cs/CACNet-Pytorch	2019
6	REN	84.9		Towards Good Practices for Deep 3D Hand Pose Estimation		2017
7	Multi-task learning + viewpoint invariance	77.4		Towards Viewpoint Invariant 3D Human Pose Estimation	mks0601/V2V-PoseNet_RELEASE · zhengkang86/ram_person_id	2016
8	AdaPose	93.38	✓	Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling Strategy	Hmslab/Adapose	2021
9	SPiKE	89.19		SPiKE: 3D Human Pose from Point Cloud Sequences	iballester/SPiKE	2024
10	DECA-D3	88.75		DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders	mmlab-cv/deca	2021