Human Mesh Recovery

Benchmarks

Dataset Name	SOTA Method	Metric
3DPW	Patient4D	PA-MPJPE35.8	140	1mo ago
Human3.6M	MotionBERT (finetune) + HybrIK	Reconstruction Error52.6	47	1mo ago
MPI-INF-3DHP	LT-fitting	MPJPE33.33	35	1mo ago
Human3.6M Protocol 1 (test)	CameraHMR	PA-MPJPE20.6	33	25d ago
3DPW standard (test)	n-quantized-best-of-M	RE55.6	27	1mo ago
EMDB (test)	GenHMR	PA-MPJPE38.2	19	1mo ago
EMDB	Patient4D	MPJPE71.5	16	1mo ago
MoYo	MAMMA	MPJPE22.95	16	11d ago
SPEC-MTP (test)	W-HMR (Ours-P†)	W-MPJPE118.7	16	1mo ago
H36M Protocol #2 S9, S11 (test)	n-quantized-best-of-M	Reconstruction Error (RE)41.6	15	1mo ago
RICH	DiffProxy	PA-MPVPE27.6	13	11d ago
3DPW in-the-wild (test)	MEGA	PVE80	13	1mo ago
Self-contact dataset (test)	AiOS + 2D Loss	PA-V2V86.61	12	1mo ago
3DPW-OC	MEGA	PA-MPJPE43.7	12	1mo ago
Ambiguous H36M (test)	n-quantized-best-of-M	MPJPE90	12	1mo ago
3DPW 14 (test)	3DB-H	PA-MPJPE33.2	10	1mo ago
SPEC-SYN	CameraHMR	MPJPE66	9	1mo ago
EHF 21 (test)	PyMAF-X	PA-PVE Full-body47.3	9	1mo ago
RICH 24 (test)	NLF-L+fit	PA-MPJPE28.7	8	1mo ago
BEHAVE (Protocol 2)	HeatFormer	MPJPE32.6	8	1mo ago
BEHAVE (Protocol 1)	HeatFormer	MPJPE48.9	8	1mo ago
CMU-Panoptic 22	DPMesh	Haggl97.2	8	1mo ago
COCO	3DB-H	Success Rate @ Error 0.0586.8	8	1mo ago
4D-DRESS partial	DiffProxy	PA-MPJPE22.7	7	1mo ago
4D-DRESS	DiffProxy	PA-MPJPE17.3	7	1mo ago

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