3D Multi-person Pose Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
Shelf (test)	Tanke et al.	Actor 1 Score99.8	27	3mo ago
MuPoTS-3D All people	PLIKS	PCK (Absolute)44.2	24	3mo ago
MuPoTS-3D Matched people	Permutation-Invariant Relational Network	PCKrel87.3	22	3mo ago
MuPoTS-3D	Dual network	3D PCK Score89.6	21	3mo ago
MVOR 23 (test)	TEMPO	MPJPE (mm)102	16	3mo ago
Panoptic (test)	PRGnet	PCP99.5	12	3mo ago
Human3.6M, Shelf, Campus, and MVOR Averaged Generalization	VoxelKeypointFusion	PCP85.3	12	3mo ago
Tsinghua (first sequence)	RapidPoseTriangulation	PCP98.7	10	3mo ago
human36m, shelf, campus, mvor, chi3d, tsinghua Averaged generalization (test)	RapidPoseTriangulation	PCP91.3	10	3mo ago
Shelf Dataset (frames 300 to 600)	MVPose	Actor 1 Performance Score98.8	7	1mo ago
CMU Panoptic	VTP	MPJPE (mm)15.66	6	3mo ago
MuPoTS-3D occlusion	TDBU-Net	PCK (Rel)84.2	5	3mo ago
egohumans legoassemble 1.0 (test)	RapidPoseTriangulation	PCP100	4	3mo ago
JTA synthetic (test)	Dual network	F1 (t=0.4m)58.15	3	3mo ago
AGORA (val)	BEV	NMVE108.3	3	3mo ago
Relative Human (RH)	BEV	PCDR (0.2)68.27	3	3mo ago
egohumans tennis 1.0 (test)	RapidPoseTriangulation	PCP99.9	3	3mo ago
Our Dataset (test)	4D association graph	Precision88.5	2	3mo ago
egohumans badminton 1.0 (test)	RapidPoseTriangulation	PCP99.9	2	3mo ago
egohumans volleyball 1.0 (test)	RapidPoseTriangulation	PCP100	2	3mo ago
egohumans basketball 1.0 (test)	RapidPoseTriangulation	PCP0.996	2	3mo ago
egohumans fencing 1.0 (test)	VoxelKeypointFusion	PCP100	2	3mo ago
egohumans tagging 1.0 (test)	RapidPoseTriangulation	PCP97.5	2	3mo ago

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