3D Pose Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
Human3.6M	PATH	MPJPE (mm)5.8	66	3mo ago
Total Capture (test)	Fest	Mean MPJPE4.27	46	23d ago
3DHP	Lifelong Domain Adaptive 3D HPE framework	MPJPE75.3	25	3mo ago
Shelf	COMPOSE	PCP Actor 199.8	25	3mo ago
MuPoTS-3D Matched (test)	IK-based coarse-to-fine pipeline	Total Average Score91.7	23	3mo ago
Human3.6M GT 2D poses (Protocol #1)	RTPCA	MPJPE19.5	13	3mo ago
MPI-INF-3DHP single-person capture	Nibali et al.	3DPCK87.6	13	3mo ago
Pascal3D	PASR	Accuracy (π/6)80.2	12	1mo ago
Pix3D	PASR	Accuracy (π/6)89.1	12	1mo ago
SkiPose (test)	MetaPose (S1+IR)	PMPJPE30	12	3mo ago
AFLW (test)	Multi-Loss ResNet50	MAE5.324	11	3mo ago
MM-Fi Setting 3 Cross-Environment	DT-Pose	PCK@2010.7	9	1mo ago
MM-Fi Setting 2 - Cross-Subject	DT-Pose	PCK@2041.9	9	1mo ago
MM-Fi Setting 1 Random Split	DT-Pose	PCK@2059.4	9	1mo ago
Shelf (test)	VTP	A1 Score99.5	9	3mo ago
3DPW (test val)	RAM	MPJPE53	8	2mo ago
AIST++ Dance Video Dataset (test)	HDVR	MPJPE (mm)73.7	8	3mo ago
Phantom and volunteer datasets With Drape	VIM-PSE	MPJPE4.95	7	2mo ago
Phantom and volunteer datasets Without Drape	VIM-PSE	MPJPE4.82	7	2mo ago
HIT dataset N=300 simulated	VIM-PSE	MPJPE (mm)3.98	7	2mo ago
ApolloCar3D (val)	SCF	A3DP Relative Error (mean)17.1	7	3mo ago
MuPoTS-3D 2018 (All annotated poses)	Root+PoseNet	TS194.4	7	3mo ago
Panoptic D2D (test)	Light3DPose	MPJPE (single)3.5	7	3mo ago
SURREAL	Viewpoint Prediction Branch	3D Pose Error37.1	7	3mo ago
Venman03 7–10 m	TEASER++	Success Rate (SR)100	6	3mo ago

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