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COCO (Common Objects in Context)
1 Image, 2*2 Stitchi on COCO (Common Objects in Context)
Metric: Test AP (higher is better)
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Model
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Test AP
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Extra Data
Paper
Date
↕
Code
1
4xRSN-50(384×288)
78.6
No
Learning Delicate Local Representations for Mult...
2020-03-09
Code
2
Poseur(384x288)
78.3
No
Poseur: Direct Human Pose Regression with Transf...
2022-01-19
Code
3
EvoPose2D-L(512x384)
76.8
No
EvoPose2D: Pushing the Boundaries of 2D Human Po...
2020-11-17
Code
4
EvoPose2D-L
76.8
No
EvoPose2D: Pushing the Boundaries of 2D Human Po...
2020-11-17
Code
5
PoseFix(384x288)
76.7
No
PoseFix: Model-agnostic General Human Pose Refin...
2018-12-10
Code
6
PoseFix
76.7
No
PoseFix: Model-agnostic General Human Pose Refin...
2018-12-10
Code
7
DarkPose(384x288)
76.2
No
Distribution-Aware Coordinate Representation for...
2019-10-14
Code
8
MSPN(384x288)
76.1
No
Rethinking on Multi-Stage Networks for Human Pos...
2019-01-01
Code
9
AggPose(256x192)
75.7
No
AggPose: Deep Aggregation Vision Transformer for...
2022-05-11
Code
10
MIPNet(384x288)
75.7
No
Multi-Instance Pose Networks: Rethinking Top-Dow...
2021-01-27
Code
11
HRNet-48(384x288)
75.5
No
Deep High-Resolution Representation Learning for...
2019-02-25
Code
12
TransPose(256x192)
75
No
TransPose: Keypoint Localization via Transformer
2020-12-28
Code
13
AlphaPose
73.3
Yes
RMPE: Regional Multi-person Pose Estimation
2016-12-01
Code
14
CPN+
73
No
Cascaded Pyramid Network for Multi-Person Pose E...
2017-11-20
Code
15
CenterGroup
71.4
No
The Center of Attention: Center-Keypoint Groupin...
2021-10-11
Code
16
BAPose
71.2
No
BAPose: Bottom-Up Pose Estimation with Disentang...
2021-12-20
Code
17
PNFS
70.9
No
Pose Neural Fabrics Search
2019-09-16
Code
18
OpenPifPaf
70.9
No
OpenPifPaf: Composite Fields for Semantic Keypoi...
2021-03-03
Code
19
PersonLab
66.5
No
PersonLab: Person Pose Estimation and Instance S...
2018-03-22
Code
20
Pose-AE
62.8
No
Associative Embedding: End-to-End Learning for J...
2016-11-16
Code
21
LitePose-S
56.7
No
Lite Pose: Efficient Architecture Design for 2D ...
2022-05-03
Code