OpenCodePapers

3d-multi-person-pose-estimation-absolute-on

Pose Estimation3D Human Pose Estimation3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute)
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCode3DPCKMPJPEModelNameReleaseDate
Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild50.9POTR-3D2023-09-15
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks✓ Link48.0TDBU_Net2021-04-05
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos✓ Link45.7GnTCN2020-12-22
Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation44.1PIRN2022-04-11
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data✓ Link44VirtualPose2022-07-20
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation43.8HMOR2020-08-01
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation41.2GR-M3D2022-07-22
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation✓ Link 39.2DAS2022-03-15
Multi-Person Absolute 3D Human Pose Estimation with Weak Depth Supervision✓ Link37.3WDSPose2020-04-08
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation36.5Liu et al.2022-07-29
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation✓ Link35.4SMAP2020-08-26
HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization✓ Link35.2HDNet2020-07-17
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image✓ Link31.53DMPPE_POSENET2019-07-26
Absolute Human Pose Estimation with Depth Prediction Network✓ Link292Depth Prediction Network2019-04-11
Check out how to contribute new results.