Multi-person Pose Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
CrowdPose (test)	RTMO-l	AP83.8	202	1mo ago
COCO (test-dev)	4xRSN-50	AP79.2	101	1mo ago
COCO 2017 (test-dev)	MSPN	AP78.1	99	1mo ago
MPII Multi-Person full (test)	GPN	Head Joint Accuracy92.2	47	1mo ago
OCHuman (val)	ViTPose-G	AP92.8	40	1mo ago
PoseTrack 2017 (test)	FAMI-Pose	Total mAP80.9	39	1mo ago
PoseTrack 2017 (val)	Our approach	mAP (Total)83.8	39	1mo ago
PoseTrack 2018 (test)	MDPN	Ankle Joint Accuracy76.4	19	1mo ago
COCO 2017 (mini-val)	QueryPose	AP73.6	17	1mo ago
Multi-Person PoseTrack	PoseTrack	Head Accuracy0.565	15	1mo ago
OCHuman (test)	I2R-Net	AP67.8	13	1mo ago
MPII Multi-Person Pose subset of 288 images	Part Affinity Fields	Head Accuracy93.7	13	1mo ago
PASCAL-Person-Part extended (test)	GPN	Head AP66.9	8	1mo ago
OCHuman (val test)	HGG	AP (Val)41.8	7	1mo ago
PoseTrack Challenge (val)	Simple Baseline (Ours)	Head mAP81.7	6	1mo ago
COCO 2017 (val)	RTMDet-nano + RTMPose-l	Pipeline AP74.2	4	1mo ago
PoseTrack Challenge dataset (test)	Simple Baseline (Ours)	mAP (Total)73.9	4	1mo ago
WAF (test)	GPN	AP (Head)93.1	4	1mo ago
Crowdpose (val)	ROMP+CAR	AP^0.558.6	3	1mo ago
PoseTrack Challenge Mini v1.0 (test)	Girdhar et al.	mAP (Head)65.3	2	1mo ago
PoseTrack (test)	Pose Flow	mAP (Head)64.7	2	1mo ago
ExLPose (LL-T)	-	AP (IoU 0.5:0.95)-	0	1mo ago

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