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2D Human Pose Estimation
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COCO-WholeBody
2D Human Pose Estimation on COCO-WholeBody
Metric: WB (higher is better)
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#
Model
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WB
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Extra Data
Paper
Date
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Code
1
RTMW-x
70.2
Yes
RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...
2024-07-11
Code
2
PCNet
66.4
No
-
-
-
3
ZoomNAS (V1.0 data)
65.4
No
ZoomNAS: Searching for Whole-body Human Pose Est...
2022-08-23
Code
4
RTMPose
65.3
Yes
RTMPose: Real-Time Multi-Person Pose Estimation ...
2023-03-13
Code
5
TCFormer
64.2
Yes
Not All Tokens Are Equal: Human-centric Visual A...
2022-04-19
Code
6
ZoomNet (V1.0 data)
63
Yes
ZoomNAS: Searching for Whole-body Human Pose Est...
2022-08-23
Code
7
Sapiens-0.3B
62
Yes
Sapiens: Foundation for Human Vision Models
2024-08-22
Code
8
ViTPose+-H
61.2
Yes
ViTPose++: Vision Transformer for Generic Body P...
2022-12-07
Code
9
Zauss et al.
60.4
Yes
Keypoint Communities
2021-10-03
Code
10
RTMW-m
58
No
RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...
2024-07-11
Code
11
ZoomNet (V0.5 data)
54.1
Yes
Whole-Body Human Pose Estimation in the Wild
2020-07-23
Code
12
HRNet
43.2
Yes
Deep High-Resolution Representation Learning for...
2019-02-25
Code
13
HPRNet
34.8
Yes
HPRNet: Hierarchical Point Regression for Whole-...
2021-06-08
Code
14
OpenPose
33.8
Yes
Realtime Multi-Person 2D Pose Estimation using P...
2016-11-24
Code
15
AE
27.4
Yes
Associative Embedding: End-to-End Learning for J...
2016-11-16
Code
#1
RTMW-x
SOTA
70.2
WB
· Extra Data
· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation
Code
#2
PCNet
66.4
WB
No paper
#3
ZoomNAS (V1.0 data)
SOTA
65.4
WB
· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild
Code
#4
RTMPose
65.3
WB
· Extra Data
· 2023-03-13
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose
Code
#5
TCFormer
SOTA
64.2
WB
· Extra Data
· 2022-04-19
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer
Code
#6
ZoomNet (V1.0 data)
63
WB
· Extra Data
· 2022-08-23
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild
Code
#7
Sapiens-0.3B
62
WB
· Extra Data
· 2024-08-22
Sapiens: Foundation for Human Vision Models
Code
#8
ViTPose+-H
61.2
WB
· Extra Data
· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation
Code
#9
Zauss et al.
SOTA
60.4
WB
· Extra Data
· 2021-10-03
Keypoint Communities
Code
#10
RTMW-m
58
WB
· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation
Code
#11
ZoomNet (V0.5 data)
SOTA
54.1
WB
· Extra Data
· 2020-07-23
Whole-Body Human Pose Estimation in the Wild
Code
#12
HRNet
SOTA
43.2
WB
· Extra Data
· 2019-02-25
Deep High-Resolution Representation Learning for Human Pose Estimation
Code
#13
HPRNet
34.8
WB
· Extra Data
· 2021-06-08
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation
Code
#14
OpenPose
SOTA
33.8
WB
· Extra Data
· 2016-11-24
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Code
#15
AE
SOTA
27.4
WB
· Extra Data
· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping
Code