Human Mesh Recovery

Benchmarks

Dataset Name	SOTA Method	Metric
3DPW	TRAM	PA-MPJPE35.6	159	19d ago
Human3.6M	MotionBERT (finetune) + HybrIK	Reconstruction Error52.6	47	3mo ago
MPI-INF-3DHP	LT-fitting	MPJPE33.33	43	8d ago
Human3.6M Protocol 1 (test)	CameraHMR	PA-MPJPE20.6	33	2mo ago
3DPW standard (test)	n-quantized-best-of-M	RE55.6	27	3mo ago
RICH	MAMMA	MPJPE22.2	19	19d ago
EMDB (test)	GenHMR	PA-MPJPE38.2	19	3mo ago
EMDB	Patient4D	MPJPE71.5	16	2mo ago
MoYo	MAMMA	MPJPE22.95	16	1mo ago
SPEC-MTP (test)	W-HMR (Ours-P†)	W-MPJPE118.7	16	3mo ago
H36M Protocol #2 S9, S11 (test)	n-quantized-best-of-M	Reconstruction Error (RE)41.6	15	3mo ago
3DPW in-the-wild (test)	MEGA	PVE80	13	3mo ago
EMDB-1	GVHMR	PA-MPJPE44.6	12	19d ago
Self-contact dataset (test)	AiOS + 2D Loss	PA-V2V86.61	12	3mo ago
3DPW-OC	MEGA	PA-MPJPE43.7	12	3mo ago
Ambiguous H36M (test)	n-quantized-best-of-M	MPJPE90	12	3mo ago
3DPW 14 (test)	3DB-H	PA-MPJPE33.2	10	3mo ago
SPEC-SYN	CameraHMR	MPJPE66	9	2mo ago
EHF 21 (test)	PyMAF-X	PA-PVE Full-body47.3	9	3mo ago
RICH 24 (test)	NLF-L+fit	PA-MPJPE28.7	8	3mo ago
BEHAVE (Protocol 2)	HeatFormer	MPJPE32.6	8	3mo ago
BEHAVE (Protocol 1)	HeatFormer	MPJPE48.9	8	3mo ago
CMU-Panoptic 22	DPMesh	Haggl97.2	8	3mo ago
COCO	3DB-H	Success Rate @ Error 0.0586.8	8	3mo ago
M4Human Cross-Action	Two-Stage Motion-Aware Framework	MVE130.1	7	22d ago

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