Keypoint Detection

Benchmarks

Dataset Name	SOTA Method	Metric
ModelNet40 (test)	USIP	Relative Repeatability87.2	77	1mo ago
COCO (val)	ViTPose++-H	AP79.4	60	1mo ago
ShapeNetCore V2 (test)	Key-Grid	DAS93.4	56	1mo ago
COCO (test-dev)	DarkPose	AP76.2	46	1mo ago
MS COCO 2017 (test-dev)	RSN	AP79.2	43	1mo ago
MS-COCO 2017 (val)	HRNet	AP75.8	40	1mo ago
Taskonomy tiny (test)	AdaShare	MAE0.191	16	1mo ago
KeypointNet 53 (test)	PaliGemma 2	Error (T=0.001)0	15	1mo ago
COCO 2017		R20	13	1mo ago
NABird novel keypoints	FSKD	Score56.04	13	1mo ago
CUB novel keypoints	FSKD	Keypoint Detection Score77.9	13	1mo ago
Animal Pose Dataset novel keypoints	FSKD	Cat Score52.36	13	1mo ago
Human3.6m	PPL	Mean L2 Error1.92	11	1mo ago
Taskonomy (test)	Learn to Branch	Keypoint Detection20.2	10	1mo ago
NABird Seen Species, Novel Setting	FSKD	PCK58.35	8	1mo ago
CUB Seen Species, Base Setting	FSKD	PCK90.8	8	1mo ago
MP-100 (Split 1)	FMMP	PCK@0.0557.3	7	1mo ago
MP-100 (All Splits (1-5))	X-Pose	Mean PCK86.14	7	1mo ago
COCO subset	AMT-JRD	EA3.728	6	6d ago
Taichi	PPL	Summed L2 Error293.35	6	1mo ago
MS COCO 2017 (test)	ZENITH	mAP50 (Box)81.3	6	1mo ago
KeypointNet	PointConv	mIoU (Airplane)93.5	6	1mo ago
CUB-200 2011	Zhang	Score (CUB-Aligned)5.36	5	1mo ago
MPII (test)	Bulat et al.	Mean@0.594.1	5	1mo ago
Hand	X-Pose-T (E2E)	PCK99.8	5	1mo ago

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