Keypoint Detection

Benchmarks

Dataset Name	SOTA Method	Metric
ModelNet40 (test)	USIP	Relative Repeatability87.2	77	4mo ago
COCO (val)	ViTPose++-H	AP79.4	60	4mo ago
ShapeNetCore V2 (test)	Key-Grid	DAS93.4	56	4mo ago
COCO (test-dev)	DarkPose	AP76.2	46	4mo ago
MS-COCO 2017 (val)	HRNet	AP75.8	44	1mo ago
MS COCO 2017 (test-dev)	RSN	AP79.2	43	4mo ago
MP-100 (Split 1)	GenCape	PCK@0.293.76	35	2mo ago
Taskonomy tiny (test)	AdaShare	MAE0.191	16	4mo ago
KeypointNet 53 (test)	PaliGemma 2	Error (T=0.001)0	15	4mo ago
Mouse5K	GKDT	PCK@0.1097.37	13	23d ago
COCO 2017		R20	13	4mo ago
NABird novel keypoints	FSKD	Score56.04	13	4mo ago
CUB novel keypoints	FSKD	Keypoint Detection Score77.9	13	4mo ago
Animal Pose Dataset novel keypoints	FSKD	Cat Score52.36	13	4mo ago
HumanArt	GKDT	PCK@0.190.48	11	23d ago
COCO (val)	GKDT	PCK@0.193.59	11	23d ago
Animal Kin.	GKDT	PCK@0.193.77	11	23d ago
Tiger	GKDT	PCK@0.195.88	11	23d ago
Macaque	GKDT	PCK@0.193.75	11	23d ago
Vinegar fly	GKDT	PCK@0.198.91	11	23d ago
AP-10K generalized unseen (test)	GKDT	PCK@0.191.93	11	23d ago
NABird unseen (test)	GKDT	PCK@0.196.94	11	23d ago
CUB unseen (test)	GKDT	PCK@0.198.58	11	23d ago
AwA generalized unseen (test)	GKDT	PCK@0.192.8	11	23d ago
Animal generalized unseen (test)	GKDT	PCK@0.181.11	11	23d ago

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