Human Pose Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
COCO (test-dev)	ViTPose	AP81.1	432	2mo ago
MPII (test)	PCT (Swin-Large)	Shoulder PCK97.8	350	3mo ago
COCO 2017 (test-dev)	PCT	AP78.3	180	3mo ago
LSP (test)	ASR+AHO	Head Accuracy98.6	102	3mo ago
PoseTrack 2018 (val)	TAR-ViTPose	Total Score89.8	97	2mo ago
PoseTrack 2017 (val)	TAR-ViTPose*	Head93.3	75	2mo ago
MM-Fi		MPJPE62.4	68	22d ago
COCO (val)	Sapiens-2B	AP82.2	57	2mo ago
J-HMDB sub	DeciWatch	Head Accuracy99.9	49	3mo ago
MPII	Chu et al.	Head Accuracy98.5	32	3mo ago
WiPose	TinySense	MPJPE16.72	26	1mo ago
ExLPose-OCN (test)	DA-LLPose	AP@0.5:0.95 (A7M3)39.1	23	3mo ago
COCO keypoint (val)	HR-NAS-B	AP75.5	23	3mo ago
ExLPose Low-light-normal (LL-N)	Ours	AP (IoU 0.5:0.95)42.3	22	3mo ago
ExLPose LL-E (test)	DCA	AP (0.5:0.95)11.7	21	1mo ago
ExLPose LL-N (test)	UDAPose	AP@0.5:0.9539.4	21	1mo ago
HuPR (test)	RPP-Gauss.-Gauss.-Cov.	MAJPE5.042	19	13d ago
JHMDB (val)	Supervised	PCK@0.159.2	19	3mo ago
PoseTrack 2021 (test)	Poseidon	mAP88.3	19	2mo ago
CrowdPose (val)	MIPNet	AP73.7	19	3mo ago
COCO-C (val)	HRNet	AP*76.3	19	3mo ago
ExLPose LL-H (test)	UDAPose	AP@0.5:0.9528	18	1mo ago
ExLPose WL (test)	UDAPose	AP@0.5:0.9567.3	18	1mo ago
AIC (val)	ViTPose++-H	AP34.8	18	3mo ago
COCO 2014 (val)	AggPose-L	AP76.4	18	3mo ago

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