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3D Human Pose Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
MPI-INF-3DHP (test)	HeatFormer	PCK99.5	606	21d ago
Human3.6M (test)	LiftFormer	MPJPE (Average)1.3	570	19d ago
3DPW (test)	CLIFF* + PROM	PA-MPJPE29.9	514	22d ago
Human3.6M (Protocol #1)	DeepFuse	MPJPE (Avg.)13.4	457	1mo ago
Human3.6M (Protocol 2)		Average MPJPE14.3	315	3mo ago
Human3.6M	PoseMoE	MPJPE16.5	193	22d ago
Human3.6M Protocol 1 (test)		Dir. Error (Protocol 1)17.5	183	3mo ago
Human3.6M (subjects 9 and 11)	ConvFormer	Average Error1.2	180	3mo ago
Human3.6M Protocol #2 (test)	GLA-GCN	Average Error17.6	140	3mo ago
3DPW	MetricHMSR	PA-MPJPE33.6	137	12d ago
MPI-INF-3DHP	PoseMoE	MPJPE16.3	122	19d ago
Human3.6M (S9, S11)	MTF-Transformer	Average Error (MPJPE Avg)15.3	94	3mo ago
HumanEva-I (test)	GLA-GCN	Walking S1 Error (mm)8.7	85	3mo ago
Human3.6M S9 and S11 (test)	DiffPose	Dir. Error28.8	72	3mo ago
Campus (test)	Multi-person Physics-based Pose Estimation Framework	Actor 1 Score99.6	66	3mo ago
Human3.6M v1 (test)	Pavlakos et al.	Avg Performance71.9	58	3mo ago
Human3.6M standard (test)	P-STMO	Avg MPJPE Error34.4	37	1mo ago
Campus	TEMPO	PCP97.3	36	3mo ago
Human3.6M v1 (Protocol #2)	Rogez et al. TPAMI'19	P-MPJPE (Avg)12.7	33	3mo ago
CMU Panoptic	Volumetric	Mean MPJPE13.7	32	22d ago
CMU Panoptic (test)	Triangulation with Transformer Regressor (TTR) + Gröbner basis Corrector (GC) + Temporal Equivariant Rectifier (TER)	MPJPE10.6	32	26d ago
HumanEva	Liftformer	Walk S1 Error9.4	32	3mo ago
3DPW cross-dataset (test)	AugLift + PoseAug (XYD + dscale2d)	MPJPE63.3	31	1mo ago
3DPW OCC (test)	BoPR	PA-MPJPE48.3	31	3mo ago
Human3.6M GT 2D pose sequences (test)	MotionBERT (DSTformer)	MPJPE (Dire.)15.9	29	3mo ago

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