OpenCodePapers
multi-person-pose-estimation-on-coco
Pose Estimation
Multi-Person Pose Estimation
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Paper
Code
AP
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Test AP
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Validation AP
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ModelName
ReleaseDate
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Learning Delicate Local Representations for Multi-Person Pose Estimation
✓ Link
0.792
RSN
2020-03-09
Distribution-Aware Coordinate Representation for Human Pose Estimation
✓ Link
0.774
DarkPose
2019-10-14
X-Pose: Detecting Any Keypoints
✓ Link
0.768
UniPose
2023-10-12
Cascaded Pyramid Network for Multi-Person Pose Estimation
✓ Link
0.730
CPN+
2017-11-20
BAPose: Bottom-Up Pose Estimation with Disentangled Waterfall Representations
✓ Link
0.727
71.2
72.7
BAPose
2021-12-20
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation
✓ Link
0.714
71.4
CenterGroup
2021-10-11
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association
✓ Link
0.709
70.9
71.0
OpenPifPaf
2021-03-03
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network
✓ Link
0.697
Pose Residual Network
2018-07-11
Towards Accurate Multi-person Pose Estimation in the Wild
0.685
G-RMI*
2017-01-06
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware Association
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0.665
Supervising Self-Attention
2021-11-25
Associative Embedding: End-to-End Learning for Joint Detection and Grouping
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0.655
Associative Embedding
2016-11-16
Towards Accurate Multi-person Pose Estimation in the Wild
0.649
G-RMI
2017-01-06
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer
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76.8
77.5
EvoPose2D-L
2020-11-17
PoseFix: Model-agnostic General Human Pose Refinement Network
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76.7
77.3
PoseFix
2018-12-10
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation
✓ Link
56.7
56.8
LitePose-S
2022-05-03