3D Human Pose and Shape Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
3DPW (test)	TAR	MPJPE-PA40.6	158	1mo ago
Human3.6M (test)	HybrIK-Transformer	PA-MPJPE29.5	119	1mo ago
3DPW	CLIFF	PA-MPJPE32.8	74	1mo ago
MPI-INF-3DHP (test)	MAED	MPJPE83.6	46	1mo ago
AGORA (test)	AiOS	NMJE (All)68	41	1mo ago
Human3.6M	CLIFF	PA-MPJPE32.7	36	1mo ago
EMDB Protocol 1 24 joints	VIMO	PA-MPJPE45.7	31	1mo ago
RICH 24 joints (test)	THFM	PA-MPJPE34.7	27	20d ago
Human3.6M 14 joints (test)	THFM	PA-MPJPE27.7	20	20d ago
AGORA	CLIFF + PROM	MPJPE65	18	1mo ago
3DPW 14 joints (test)	WHAM (ViT)	PA-MPJPE35.9	16	1mo ago
EMDB1 24 joints (test)	NLF-L +fit +smooth	MPJPE66.7	16	1mo ago
3DPW in-the-wild (test)		PA-MPJPE52.2	13	1mo ago
3DPW 2018 (test)	SPS-Net	PA-MPJPE50.4	10	1mo ago
Bedlam	Consensus	PA-PVE57.4	8	4d ago
RICH	SkelFormer	MPVPE39.9	8	1mo ago
MPI-INF-3DHP outdoor (test)		MPJPE93.5	8	1mo ago
MPI-INF-3DHP 17 joints (test)	PLIKS	MPJPE (mm)67.6	6	1mo ago
SPEC-SYN	SPEC	W-MPJPE (Def 1)74.9	6	1mo ago
3DOH50K	ROMP	MPJPE-PA43.9	6	1mo ago
3DPW Crowd	3DCrowdNet	MPJPE-PA56.8	6	1mo ago
SSP-3D 70% Cropped (test)	HuManiFlow	2DKP Error (Point)6.9	5	1mo ago
3DPW 70% Cropped (test)	HierProbHuman	2DKP Error (Point)7.2	5	1mo ago
SSP-3D (test)	HierProbHuman	2DKP Error (Point)4.8	5	1mo ago
SSP-3D	LASOR	PVE-T-SC14.5	5	1mo ago

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