ElePose

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

3D ReconstructiononHuman3.6M
MPJPE· 2021-12-14
64
best: 103.2 (Uncertainty-Aware Adaptation)
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses arXiv:2112.07088
3D ReconstructiononHuman3.6M
PA-MPJPE· 2021-12-14
36.7
best: 89.4 (Kinematic-Structure-Preserved Representation)
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses arXiv:2112.07088
3DonHuman3.6M
MPJPE· 2021-12-14
64
best: 103.2 (Uncertainty-Aware Adaptation)
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses arXiv:2112.07088
3DonHuman3.6M
PA-MPJPE· 2021-12-14
36.7
best: 89.4 (Kinematic-Structure-Preserved Representation)
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses arXiv:2112.07088