Pose Estimation on COCO test-dev

Metric: AP50 (higher is better)

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#	Model↕	AP50▼	Extra Data	Paper	Date↕	Code
1	ViTPose (ViTAE-G, ensemble)	95	No	ViTPose: Simple Vision Transformer Baselines for...	2022-04-26	Code
2	ViTPose (ViTAE-G)	94.8	No	ViTPose: Simple Vision Transformer Baselines for...	2022-04-26	Code
3	4xRSN-50 (ensemble)	94.4	No	Learning Delicate Local Representations for Mult...	2020-03-09	Code
4	4xRSN-50	94.3	No	Learning Delicate Local Representations for Mult...	2020-03-09	Code
5	CCM+	93.8	No	Towards High Performance Human Keypoint Detection	2020-02-03	Code
6	UDP-Pose-PSA(384x288)	93.6	No	Polarized Self-Attention: Towards High-quality P...	2021-07-02	Code
7	UDP-Pose-PSA(256x192)	93.6	No	Polarized Self-Attention: Towards High-quality P...	2021-07-02	Code
8	SCIO (HRNet-48)	93.5	No	Self-Constrained Inference Optimization on Struc...	2022-07-06	-
9	MSPN	93.4	No	Rethinking on Multi-Stage Networks for Human Pos...	2019-01-01	Code
10	MSPN	93.4	No	Rethinking on Multi-Stage Networks for Human Pos...	2019-01-01	Code
11	HRNet-W48 + extra data	92.7	No	Deep High-Resolution Representation Learning for...	2019-02-25	Code
12	HRNet-W48+UDP	92.7	No	The Devil is in the Details: Delving into Unbias...	2019-11-18	Code
13	HRFormer-B	92.7	No	HRFormer: High-Resolution Transformer for Dense ...	2021-10-18	Code
14	HRNet*	92.7	No	Deep High-Resolution Representation Learning for...	2019-02-25	Code
15	HRNet-W48+DARK	92.6	No	Distribution-Aware Coordinate Representation for...	2019-10-14	Code
16	OmniPose (WASPv2)	92.6	No	OmniPose: A Multi-Scale Framework for Multi-Pers...	2021-03-18	Code
17	EvoPose2D-L	92.5	No	EvoPose2D: Pushing the Boundaries of 2D Human Po...	2020-11-17	Code
18	HRNet	92.5	No	Deep High-Resolution Representation Learning for...	2019-02-25	Code
19	MIPNet	92.4	No	Multi-Instance Pose Networks: Rethinking Top-Dow...	2021-01-27	Code
20	Simple Base+*	92.4	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
21	TransPose-H-A6	92.2	No	TransPose: Keypoint Localization via Transformer	2020-12-28	Code
22	PoseBH-H	91.9	Yes	PoseBH: Prototypical Multi-Dataset Training Beyo...	2025-05-23	Code
23	DPIT-L	91.9	No	DPIT: Dual-Pipeline Integrated Transformer for H...	2022-09-02	-
24	Flow-based (ResNet-152)	91.9	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
25	Simple Base	91.9	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
26	S-ViPNAS-HRNetW32	91.7	No	ViPNAS: Efficient Video Pose Estimation via Neur...	2021-05-21	Code
27	CPN+ [6, 9]	91.7	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
28	CPN+	91.7	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
29	CPN	91.4	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
30	CPN	91.4	No	Cascaded Pyramid Network for Multi-Person Pose E...	2017-11-20	Code
31	PoseFix	91.2	No	PoseFix: Model-agnostic General Human Pose Refin...	2018-12-10	Code
32	KAPAO-L	91.2	No	Rethinking Keypoint Representations: Modeling Ke...	2021-11-16	Code
33	TFPose (ND=6 ResNet-50)	90.9	No	TFPose: Direct Human Pose Estimation with Transf...	2021-03-29	-
34	Dite-HRNet-30	90.8	No	Dite-HRNet: Dynamic Lightweight High-Resolution ...	2022-04-22	Code
35	S-ViPNAS-Res50	90.7	No	ViPNAS: Efficient Video Pose Estimation via Neur...	2021-05-21	Code
36	Lite-HRNet-30	90.7	Yes	Lite-HRNet: A Lightweight High-Resolution Network	2021-04-13	Code
37	KAPAO-M	90.5	No	Rethinking Keypoint Representations: Modeling Ke...	2021-11-16	Code
38	PPE (ResNeXt-101)	90.3	No	Deep Multi-Task Networks For Occluded Pedestrian...	2022-06-15	-
39	yolopose	90.3	No	YOLO-Pose: Enhancing YOLO for Multi Person Pose ...	2022-04-14	Code
40	HigherHRNet (ScaleNet_P4)	90.3	No	ScaleNAS: One-Shot Learning of Scale-Aware Repre...	2020-11-30	-
41	SMPR (HR-Net-32)	89.7	No	SMPR: Single-Stage Multi-Person Pose Regression	2020-06-28	Code
42	Lite-HRNet-18	89.4	No	Lite-HRNet: A Lightweight High-Resolution Network	2021-04-13	Code
43	HigherHRNet (HR-Net-48)	89.3	No	HigherHRNet: Scale-Aware Representation Learning...	2019-08-27	Code
44	RMPE++	89.2	No	RMPE: Regional Multi-person Pose Estimation	2016-12-01	Code
45	PersonLab	89	No	PersonLab: Person Pose Estimation and Instance S...	2018-03-22	Code
46	SPM	88.5	No	Single-Stage Multi-Person Pose Machines	2019-08-24	Code
47	KAPAO-S	88.4	No	Rethinking Keypoint Representations: Modeling Ke...	2021-11-16	Code
48	DirectPose (ResNet-101)	87.8	No	DirectPose: Direct End-to-End Multi-Person Pose ...	2019-11-18	Code
49	Mask-RCNN	87.3	No	Mask R-CNN	2017-03-20	Code
50	Mask R-CNN	87.3	No	Mask R-CNN	2017-03-20	Code
51	AE	86.8	No	Associative Embedding: End-to-End Learning for J...	2016-11-16	Code
52	DirectPose (ResNet-101)	86.7	No	DirectPose: Direct End-to-End Multi-Person Pose ...	2019-11-18	Code
53	OpenPose	86.2	Yes	OpenPose: Realtime Multi-Person 2D Pose Estimati...	2018-12-18	Code
54	Faster R-CNN (ImageNet+300M)	85.7	Yes	Revisiting Unreasonable Effectiveness of Data in...	2017-07-10	Code
55	G-RMI	85.5	No	Towards Accurate Multi-person Pose Estimation in...	2017-01-06	-
56	G-RMI	85.5	No	Towards Accurate Multi-person Pose Estimation in...	2017-01-06	-
57	G-RMI	85.5	No	Towards Accurate Multi-person Pose Estimation in...	2017-01-06	-
58	CMU-Pose	84.9	No	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code
59	CMU Pose	84.9	No	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code
60	CMU-Pose	84.9	No	Realtime Multi-Person 2D Pose Estimation using P...	2016-11-24	Code
61	RMPE	83.7	No	RMPE: Regional Multi-person Pose Estimation	2016-12-01	Code
62	RMPE	83.7	No	RMPE: Regional Multi-person Pose Estimation	2016-12-01	Code
63	PCT (256x256)	9	No	Human Pose as Compositional Tokens	2023-03-21	Code