1 Image, 2*2 Stitchi on COCO (Common Objects in Context)

Metric: Validation AP (higher is better)

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#	Model↕	Validation AP▼	Extra Data	Paper	Date↕	Code
1	Sapiens-2B	82.2	Yes	Sapiens: Foundation for Human Vision Models	2024-08-22	Code
2	Sapiens-1B	82.1	Yes	Sapiens: Foundation for Human Vision Models	2024-08-22	Code
3	Sapiens-0.6B	81.2	Yes	Sapiens: Foundation for Human Vision Models	2024-08-22	Code
4	Poseur(384x288)	79.6	No	Poseur: Direct Human Pose Regression with Transf...	2022-01-19	Code
5	Sapiens-0.3B	79.6	Yes	Sapiens: Foundation for Human Vision Models	2024-08-22	Code
6	UDP-Pose-PSA(384x288)	79.5	No	Polarized Self-Attention: Towards High-quality P...	2021-07-02	Code
7	EvoPose2D-L(512x384)	77.5	No	EvoPose2D: Pushing the Boundaries of 2D Human Po...	2020-11-17	Code
8	EvoPose2D-L	77.5	No	EvoPose2D: Pushing the Boundaries of 2D Human Po...	2020-11-17	Code
9	PoseFix(384x288)	77.3	No	PoseFix: Model-agnostic General Human Pose Refin...	2018-12-10	Code
10	PoseFix	77.3	No	PoseFix: Model-agnostic General Human Pose Refin...	2018-12-10	Code
11	AggPose(256x192)	76.4	No	AggPose: Deep Aggregation Vision Transformer for...	2022-05-11	Code
12	MIPNet(384x288)	76.3	No	Multi-Instance Pose Networks: Rethinking Top-Dow...	2021-01-27	Code
13	HRNet-48(384x288)	76.3	No	Deep High-Resolution Representation Learning for...	2019-02-25	Code
14	TransPose(256x192)	75.8	No	TransPose: Keypoint Localization via Transformer	2020-12-28	Code
15	HRNet-32	75.8	No	Deep High-Resolution Representation Learning for...	2019-02-25	Code
16	BAPose	72.7	No	BAPose: Bottom-Up Pose Estimation with Disentang...	2021-12-20	Code
17	ResNet-50	72.2	No	Simple Baselines for Human Pose Estimation and T...	2018-04-17	Code
18	OpenPifPaf	71	No	OpenPifPaf: Composite Fields for Semantic Keypoi...	2021-03-03	Code
19	Pose Residual Network	69.6	No	MultiPoseNet: Fast Multi-Person Pose Estimation ...	2018-07-11	Code
20	Mask R-CNN + NL blocks (4 in head, 1 in backbone)	66.5	No	Non-local Neural Networks	2017-11-21	Code
21	LitePose-S	56.8	No	Lite Pose: Efficient Architecture Design for 2D ...	2022-05-03	Code

#1Sapiens-2BSOTA
82.2
Validation AP· Extra Data· 2024-08-22
Sapiens: Foundation for Human Vision Models Code
#2Sapiens-1B
82.1
Validation AP· Extra Data· 2024-08-22
Sapiens: Foundation for Human Vision Models Code
#3Sapiens-0.6B
81.2
Validation AP· Extra Data· 2024-08-22
Sapiens: Foundation for Human Vision Models Code
#4Poseur(384x288)SOTA
79.6
Validation AP· 2022-01-19
Poseur: Direct Human Pose Regression with Transformers Code
#5Sapiens-0.3B
79.6
Validation AP· Extra Data· 2024-08-22
Sapiens: Foundation for Human Vision Models Code
#6UDP-Pose-PSA(384x288)SOTA
79.5
Validation AP· 2021-07-02
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Code
#7EvoPose2D-L(512x384)SOTA
77.5
Validation AP· 2020-11-17
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer Code
#8EvoPose2D-L
77.5
Validation AP· 2020-11-17
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer Code
#9PoseFix(384x288)SOTA
77.3
Validation AP· 2018-12-10
PoseFix: Model-agnostic General Human Pose Refinement Network Code
#10PoseFix
77.3
Validation AP· 2018-12-10
PoseFix: Model-agnostic General Human Pose Refinement Network Code
#11AggPose(256x192)
76.4
Validation AP· 2022-05-11
AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation Code
#12MIPNet(384x288)
76.3
Validation AP· 2021-01-27
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation Code
#13HRNet-48(384x288)
76.3
Validation AP· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#14TransPose(256x192)
75.8
Validation AP· 2020-12-28
TransPose: Keypoint Localization via Transformer Code
#15HRNet-32
75.8
Validation AP· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation Code
#16BAPose
72.7
Validation AP· 2021-12-20
BAPose: Bottom-Up Pose Estimation with Disentangled Waterfall Representations Code
#17ResNet-50SOTA
72.2
Validation AP· 2018-04-17
Simple Baselines for Human Pose Estimation and Tracking Code
#18OpenPifPaf
71
Validation AP· 2021-03-03
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association Code
#19Pose Residual Network
69.6
Validation AP· 2018-07-11
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network Code
#20Mask R-CNN + NL blocks (4 in head, 1 in backbone)SOTA
66.5
Validation AP· 2017-11-21
Non-local Neural Networks Code
#21LitePose-S
56.8
Validation AP· 2022-05-03
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation Code