3D Pose Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
Human3.6M	PATH	MPJPE (mm)5.8	66	1mo ago
Total Capture (test)	Fest	Mean MPJPE4.27	42	1mo ago
3DHP	Lifelong Domain Adaptive 3D HPE framework	MPJPE75.3	25	1mo ago
Shelf	COMPOSE	PCP Actor 199.8	25	1mo ago
MuPoTS-3D Matched (test)	IK-based coarse-to-fine pipeline	Total Average Score91.7	23	1mo ago
Human3.6M GT 2D poses (Protocol #1)	RTPCA	MPJPE19.5	13	1mo ago
MPI-INF-3DHP single-person capture	Nibali et al.	3DPCK87.6	13	1mo ago
SkiPose (test)	MetaPose (S1+IR)	PMPJPE30	12	1mo ago
AFLW (test)	Multi-Loss ResNet50	MAE5.324	11	1mo ago
MM-Fi Setting 3 Cross-Environment	DT-Pose	PCK@2010.7	9	11d ago
MM-Fi Setting 2 - Cross-Subject	DT-Pose	PCK@2041.9	9	11d ago
MM-Fi Setting 1 Random Split	DT-Pose	PCK@2059.4	9	11d ago
Shelf (test)	VTP	A1 Score99.5	9	1mo ago
3DPW (test val)	RAM	MPJPE53	8	26d ago
AIST++ Dance Video Dataset (test)	HDVR	MPJPE (mm)73.7	8	1mo ago
Phantom and volunteer datasets With Drape	VIM-PSE	MPJPE4.95	7	1mo ago
Phantom and volunteer datasets Without Drape	VIM-PSE	MPJPE4.82	7	1mo ago
HIT dataset N=300 simulated	VIM-PSE	MPJPE (mm)3.98	7	1mo ago
ApolloCar3D (val)	SCF	A3DP Relative Error (mean)17.1	7	1mo ago
MuPoTS-3D 2018 (All annotated poses)	Root+PoseNet	TS194.4	7	1mo ago
Panoptic D2D (test)	Light3DPose	MPJPE (single)3.5	7	1mo ago
SURREAL	Viewpoint Prediction Branch	3D Pose Error37.1	7	1mo ago
Venman03 7–10 m	TEASER++	Success Rate (SR)100	6	1mo ago
Venman03 (4–7 m)	TEASER++	Success Rate (SR)100	6	1mo ago
Venman03 (1–4 m)	TEASER++	SR100	6	1mo ago

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