SOTA Keypoint Detection benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
ModelNet40 (test)	USIP	Relative Repeatability87.2	77	3d ago
COCO (val)	ViTPose++-H	AP79.4	60	3d ago
ShapeNetCore V2 (test)	Key-Grid	DAS93.4	56	3d ago
COCO (test-dev)	DarkPose	AP76.2	46	3d ago
MS COCO 2017 (test-dev)	RSN	AP79.2	43	3d ago
MS-COCO 2017 (val)	HRNet	AP75.8	40	3d ago
Taskonomy tiny (test)	AdaShare	MAE0.191	16	2d ago
KeypointNet 53 (test)	PaliGemma 2	Error (T=0.001)0	15	3d ago
COCO 2017		R20	13	3d ago
NABird novel keypoints	FSKD	Score56.04	13	3d ago
CUB novel keypoints	FSKD	Keypoint Detection Score77.9	13	3d ago
Animal Pose Dataset novel keypoints	FSKD	Cat Score52.36	13	3d ago
Taskonomy (test)	Learn to Branch	Keypoint Detection20.2	10	3d ago
NABird Seen Species, Novel Setting	FSKD	PCK58.35	8	3d ago
CUB Seen Species, Base Setting	FSKD	PCK90.8	8	3d ago
MP-100 (Split 1)	FMMP	PCK@0.0557.3	7	3d ago
MP-100 (All Splits (1-5))	X-Pose	Mean PCK86.14	7	3d ago
MS COCO 2017 (test)	ZENITH	mAP50 (Box)81.3	6	3d ago
KeypointNet	PointConv	mIoU (Airplane)93.5	6	3d ago
MPII (test)	Bulat et al.	Mean@0.594.1	5	3d ago
Hand	X-Pose-T (E2E)	PCK99.8	5	3d ago
300W		PCK99.8	5	3d ago
Macaque	X-Pose-T (E2E)	AP79.4	5	3d ago
Human-Art	X-Pose-T (E2E)	AP75.9	5	3d ago
AP-10K		AP80.4	5	3d ago

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