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3D Human Pose Estimation on Human3.6M (val)

57.5P-MPJPEKnowledge Distilling from NRSfM
55.86466.90777.9588.993Aug 18, 2019

Evaluation results

MethodLinks
Knowledge Distilling from NRSfM2D landmark annotation=true, 3D annotation source=false, multi-view=false, extra training data=MPII2019.0857.583——
Knowledge Distilling from NRSfM2D landmark annotation=true, 3D annotation source=false, multi-view=false2019.0862.886.4——
Drover et al.2D landmark annotation=true, 3D annotation source=true, multi-view=false2019.0864.6———
Weakly Supervised Baseline (Weaksup-bs)2D landmark annotation=true, 3D annotation source=false, multi-view=false2019.0867.395——
AIGN2D landmark annotation=true, 3D annotation source=true, multi-view=false2019.0897.2———
Rhodin et al.2D landmark annotation=true, 3D annotation source=false, multi-view=true2019.0898.2131.7——
Tung et al.2D landmark annotation=true, 3D annotation source=true, multi-view=false2019.0898.4———
3Dinterp.2D landmark annotation=true, 3D annotation source=true, multi-view=false2019.0898.4———
C3DPOTemporal Usage=atemporal2021.03——95.6153
PAULTemporal Usage=atemporal2021.03——88.3132.5
Pose-GANTemporal Usage=atemporal2021.03——130.9173.2
PRNTemporal Usage=temporal2021.03——86.4124.5
Sun et al.2D landmark annotation=false, 3D annotation source=false, multi-view=false2019.08—86.4——
Tome et al.2D landmark annotation=true, 3D annotation source=true, multi-view=false2019.08—88.4——