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COCO (Common Objects in Context)
3D on COCO (Common Objects in Context)
Metric: AP (higher is better)
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Model name (A→Z)
#
Model
↕
AP
▼
Augmentations
Paper
Date
↕
Code
1
OmniPose (WASPv2)
79.5
No
OmniPose: A Multi-Scale Framework for Multi-Pers...
2021-03-18
Code
2
MetaPrompt-SD
79
No
Harnessing Diffusion Models for Visual Perceptio...
2023-12-22
Code
3
Hulk(Finetune, ViT-L)
78.7
No
Hulk: A Universal Knowledge Translator for Human...
2023-12-04
Code
4
BUCTD (PETR, with generative sampling)
77.8
No
Rethinking pose estimation in crowds: overcoming...
2023-06-13
Code
5
Hulk(Finetune, ViT-B)
77.5
No
Hulk: A Universal Knowledge Translator for Human...
2023-12-04
Code
6
I²R-Net (1st stage:HRFormer-B)
77.3
No
I^2R-Net: Intra- and Inter-Human Relation Networ...
2022-06-22
Code
7
PATH (Partial FT)
77.1
No
HumanBench: Towards General Human-centric Percep...
2023-03-10
Code
8
SOLIDER (swin-B)
76.6
No
Beyond Appearance: a Semantic Controllable Self-...
2023-03-30
Code
9
PEFORMER-Xcit-dino-p8
72.6
No
PE-former: Pose Estimation Transformer
2021-12-09
Code
10
RSN
0.792
No
Learning Delicate Local Representations for Mult...
2020-03-09
Code
11
DarkPose
0.774
Yes
Distribution-Aware Coordinate Representation for...
2019-10-14
Code
12
UniPose
0.768
Yes
X-Pose: Detecting Any Keypoints
2023-10-12
Code
13
CPN+
0.73
No
Cascaded Pyramid Network for Multi-Person Pose E...
2017-11-20
Code
14
BAPose
0.727
No
BAPose: Bottom-Up Pose Estimation with Disentang...
2021-12-20
Code
15
CenterGroup
0.714
No
The Center of Attention: Center-Keypoint Groupin...
2021-10-11
Code
16
OpenPifPaf
0.709
No
OpenPifPaf: Composite Fields for Semantic Keypoi...
2021-03-03
Code
17
Pose Residual Network
0.697
No
MultiPoseNet: Fast Multi-Person Pose Estimation ...
2018-07-11
Code
18
G-RMI*
0.685
No
Towards Accurate Multi-person Pose Estimation in...
2017-01-06
-
19
Supervising Self-Attention
0.665
No
Attend to Who You Are: Supervising Self-Attentio...
2021-11-25
Code
20
Associative Embedding
0.655
No
Associative Embedding: End-to-End Learning for J...
2016-11-16
Code
21
G-RMI
0.649
No
Towards Accurate Multi-person Pose Estimation in...
2017-01-06
-
#1
OmniPose (WASPv2)
SOTA
79.5
AP
· 2021-03-18
OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation
Code
#2
MetaPrompt-SD
79
AP
· 2023-12-22
Harnessing Diffusion Models for Visual Perception with Meta Prompts
Code
#3
Hulk(Finetune, ViT-L)
78.7
AP
· 2023-12-04
Hulk: A Universal Knowledge Translator for Human-Centric Tasks
Code
#4
BUCTD (PETR, with generative sampling)
77.8
AP
· 2023-06-13
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity
Code
#5
Hulk(Finetune, ViT-B)
77.5
AP
· 2023-12-04
Hulk: A Universal Knowledge Translator for Human-Centric Tasks
Code
#6
I²R-Net (1st stage:HRFormer-B)
77.3
AP
· 2022-06-22
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation
Code
#7
PATH (Partial FT)
77.1
AP
· 2023-03-10
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining
Code
#8
SOLIDER (swin-B)
76.6
AP
· 2023-03-30
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks
Code
#9
PEFORMER-Xcit-dino-p8
72.6
AP
· 2021-12-09
PE-former: Pose Estimation Transformer
Code
#10
RSN
SOTA
0.792
AP
· 2020-03-09
Learning Delicate Local Representations for Multi-Person Pose Estimation
Code
#11
DarkPose
SOTA
0.774
AP
· Augmentations
· 2019-10-14
Distribution-Aware Coordinate Representation for Human Pose Estimation
Code
#12
UniPose
0.768
AP
· Augmentations
· 2023-10-12
X-Pose: Detecting Any Keypoints
Code
#13
CPN+
SOTA
0.73
AP
· 2017-11-20
Cascaded Pyramid Network for Multi-Person Pose Estimation
Code
#14
BAPose
0.727
AP
· 2021-12-20
BAPose: Bottom-Up Pose Estimation with Disentangled Waterfall Representations
Code
#15
CenterGroup
0.714
AP
· 2021-10-11
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation
Code
#16
OpenPifPaf
0.709
AP
· 2021-03-03
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association
Code
#17
Pose Residual Network
0.697
AP
· 2018-07-11
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network
Code
#18
G-RMI*
SOTA
0.685
AP
· 2017-01-06
Towards Accurate Multi-person Pose Estimation in the Wild
#19
Supervising Self-Attention
0.665
AP
· 2021-11-25
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware Association
Code
#20
Associative Embedding
SOTA
0.655
AP
· 2016-11-16
Associative Embedding: End-to-End Learning for Joint Detection and Grouping
Code
#21
G-RMI
0.649
AP
· 2017-01-06
Towards Accurate Multi-person Pose Estimation in the Wild