3D Hand Pose Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
NYU (test)	HandMCM	Mean Error (mm)7.06	100	3d ago
ICVL (test)	Virtual View Selection and Fusion Module	Mean Error (mm)4.76	91	3d ago
AssemblyHands D_syn -> D_ah (Headset2)		Mono-M70.32	35	3d ago
AssemblyHands Headset1 (D_syn -> D_ah)		Mono-M Score67.93	35	3d ago
MSRA	TriHorn-Net	Mean Error (mm)7.13	32	3d ago
FreiHAND		PA-MPJPE (mm)6.04	24	3d ago
MSRA (test)	Pixel-wise Regression	3D Error (mm)5.186	23	3d ago
NYU	TriHorn-Net	Mean Distance Error (mm)7.68	19	3d ago
ICVL	TriHorn-Net	Mean Distance Error (mm)5.73	17	3d ago
HANDS 2017 (test)	AWR	SEEN Error (mm)5.21	17	3d ago
FreiHAND (test)	simpleHand	PA-MPJPE0.65	14	3d ago
H2O	HaMeR	MPJPE Right23.82	14	3d ago
TED Hands (test)	Bilateral Hand Disentanglement	L2 Error2.037	14	3d ago
NYU Hand Pose Dataset (test)	Virtual View Selection and Fusion Module	Mean Joint 3D Error (mm)6.4	11	3d ago
HANDS frame-based challenge 2017 (test)	A2J	Avg 3D Error8.57	11	3d ago
Dex-YCB (test)	HandMCM	PA-MPJPE (Scene 0)6.27	10	3d ago
MOW in-the-wild (test)	S2HAND	PA-MPJPE1.15	10	3d ago
Hands19 Task1 (Extrapolation)	Virtual View Selection and Fusion Module	Mean Joint Error (mm)12.51	9	3d ago
HANDS 2019 (test)	HandAugment	Main Error (Extrapolation)13.66	9	3d ago
H2O (same-domain)	V-HPOT	MPJPE22.77	8	3d ago
H2O (test)	Ours	MEPE (Camera Space)35.02	8	3d ago
Dexter+Object (D+O) (test)	BMC (weakly sup.)	AUC82	8	3d ago
NYU Hand Pose dataset 2014 (test)	A2J	Avg 3D Joint Error (mm)8.61	8	3d ago
RHP	A2J-Transformer	EPE17.75	7	3d ago
InterHand2.6M v1.0 (test)	IntagHand	MPJPE8.79	7	3d ago

Showing 25 of 43 rows