Keypoint Detection

Benchmarks

Dataset Name	SOTA Method	Metric
ModelNet40 (test)	USIP	Relative Repeatability87.2	77	3mo ago
COCO (val)	ViTPose++-H	AP79.4	60	3mo ago
ShapeNetCore V2 (test)	Key-Grid	DAS93.4	56	3mo ago
COCO (test-dev)	DarkPose	AP76.2	46	3mo ago
MS COCO 2017 (test-dev)	RSN	AP79.2	43	3mo ago
MS-COCO 2017 (val)	HRNet	AP75.8	40	3mo ago
MP-100 (Split 1)	GenCape	PCK@0.293.76	35	20d ago
Taskonomy tiny (test)	AdaShare	MAE0.191	16	3mo ago
KeypointNet 53 (test)	PaliGemma 2	Error (T=0.001)0	15	3mo ago
COCO 2017		R20	13	3mo ago
NABird novel keypoints	FSKD	Score56.04	13	3mo ago
CUB novel keypoints	FSKD	Keypoint Detection Score77.9	13	3mo ago
Animal Pose Dataset novel keypoints	FSKD	Cat Score52.36	13	3mo ago
Human3.6m	PPL	Mean L2 Error1.92	11	2mo ago
Taskonomy (test)	Learn to Branch	Keypoint Detection20.2	10	3mo ago
NABird Seen Species, Novel Setting	FSKD	PCK58.35	8	3mo ago
CUB Seen Species, Base Setting	FSKD	PCK90.8	8	3mo ago
MP-100 (All Splits (1-5))	X-Pose	Mean PCK86.14	7	3mo ago
COCO subset	AMT-JRD	EA3.728	6	1mo ago
Taichi	PPL	Summed L2 Error293.35	6	2mo ago
MS COCO 2017 (test)	ZENITH	mAP50 (Box)81.3	6	3mo ago
KeypointNet	PointConv	mIoU (Airplane)93.5	6	3mo ago
CUB-200 2011	Zhang	Score (CUB-Aligned)5.36	5	2mo ago
MPII (test)	Bulat et al.	Mean@0.594.1	5	3mo ago
Hand	X-Pose-T (E2E)	PCK99.8	5	3mo ago

Showing 25 of 64 rows