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Multi-Person Pose Estimation
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COCO test-dev
Multi-Person Pose Estimation on COCO test-dev
Metric: AP (higher is better)
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#
Model
↕
AP
▼
Extra Data
Paper
Date
↕
Code
1
SCIO (HRNet-48)
79.2
No
Self-Constrained Inference Optimization on Struc...
2022-07-06
-
2
HRNet-W48plus
78.7
No
AID: Pushing the Performance Boundary of Human P...
2020-08-17
Code
3
HRNet-W32
76.2
No
AID: Pushing the Performance Boundary of Human P...
2020-08-17
Code
4
ResNet50
73.7
No
AID: Pushing the Performance Boundary of Human P...
2020-08-17
Code
5
HigherHRNet (ScaleNet_P4)
71.6
No
ScaleNAS: One-Shot Learning of Scale-Aware Repre...
2020-11-30
-
6
HigherHRNet (HR-Net-48)
70.5
No
HigherHRNet: Scale-Aware Representation Learning...
2019-08-27
Code
7
SMPR (HR-Net-32)
70.2
No
SMPR: Single-Stage Multi-Person Pose Regression
2020-06-28
Code
8
PersonLab
68.7
No
PersonLab: Person Pose Estimation and Instance S...
2018-03-22
Code
9
Identity Mapping Hourglass
68.1
No
Simple Pose: Rethinking and Improving a Bottom-u...
2019-11-24
Code
10
SPM
66.9
No
Single-Stage Multi-Person Pose Machines
2019-08-24
Code
11
Supervising Self-Attention
66.5
No
Attend to Who You Are: Supervising Self-Attentio...
2021-11-25
Code
12
Hourglass-104
65.6
No
Greedy Offset-Guided Keypoint Grouping for Human...
2021-07-07
Code
13
G-RMI
64.9
No
Towards Accurate Multi-person Pose Estimation in...
2017-01-06
-
14
CMU-Pose
61.8
No
Realtime Multi-Person 2D Pose Estimation using P...
2016-11-24
Code
15
RMPE
61.8
No
RMPE: Regional Multi-person Pose Estimation
2016-12-01
Code