MuPoTS-3D

Multiperson Pose Test Set in 3DMulti-person Pose estimation Test Set in 3D

Dataset Information
Modalities
Images, 3D
Languages
Chinese
Introduced
2018
License
Unknown
Homepage

Overview

MuPoTs-3D (Multi-person Pose estimation Test Set in 3D) is a dataset for pose estimation composed of more than 8,000 frames from 20 real-world scenes with up to three subjects. The poses are annotated with a 14-point skeleton model.

Source: DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wild
Image Source: http://gvv.mpi-inf.mpg.de/projects/SingleShotMultiPerson/

Variants: MuPoTS-3D

Associated Benchmarks

This dataset is used in 3 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
3D Multi-Person Pose Estimation Multi-HMR Multi-HMR: Multi-Person Whole-Body Human Mesh … 2024-02-22
3D Multi-Person Pose Estimation (root-relative) POTR-3D Towards Robust and Smooth 3D … 2023-09-15
3D Multi-Person Pose Estimation (absolute) POTR-3D Towards Robust and Smooth 3D … 2023-09-15
3D Multi-Person Pose Estimation 3DCrowdNet Three Recipes for Better 3D … 2023-04-10
3D Multi-Person Pose Estimation Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement Multi-Person 3D Pose and Shape … 2022-10-24
3D Multi-Person Pose Estimation (absolute) Liu et al. Explicit Occlusion Reasoning for Multi-person … 2022-07-29
3D Multi-Person Pose Estimation (root-relative) Liu et al. Explicit Occlusion Reasoning for Multi-person … 2022-07-29
3D Multi-Person Pose Estimation (absolute) GR-M3D Dynamic Graph Reasoning for Multi-person … 2022-07-22
3D Multi-Person Pose Estimation (root-relative) GR-M3D Dynamic Graph Reasoning for Multi-person … 2022-07-22
3D Multi-Person Pose Estimation (absolute) VirtualPose VirtualPose: Learning Generalizable 3D Human … 2022-07-20
3D Multi-Person Pose Estimation MUG MUG: Multi-human Graph Network for … 2022-05-25
3D Multi-Person Pose Estimation (root-relative) Dual network Dual networks based 3D Multi-Person … 2022-05-02
3D Multi-Person Pose Estimation (root-relative) PIRN Permutation-Invariant Relational Network for Multi-person … 2022-04-11
3D Multi-Person Pose Estimation (absolute) PIRN Permutation-Invariant Relational Network for Multi-person … 2022-04-11
3D Multi-Person Pose Estimation (root-relative) DAS Distribution-Aware Single-Stage Models for Multi-Person … 2022-03-15
3D Multi-Person Pose Estimation (absolute) DAS Distribution-Aware Single-Stage Models for Multi-Person … 2022-03-15
3D Multi-Person Pose Estimation BMP Body Meshes as Points 2021-05-06
3D Multi-Person Pose Estimation 3DCrowdNet (HigherHRNet) Learning to Estimate Robust 3D … 2021-04-15
3D Multi-Person Pose Estimation (root-relative) Cascaded Dimension-Lifting Deep Monocular 3D Human Pose … 2021-04-08
3D Multi-Person Pose Estimation (root-relative) TDBU_Net Monocular 3D Multi-Person Pose Estimation … 2021-04-05

Research Papers

Recent papers with results on this dataset: