OpenCodePapers
pose-estimation-on-crowdpose
Pose Estimation
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ModelName
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Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity
✓ Link
78.5
72.3
83.9
79.0
BUCTD-W48 (w/cond. input from PETR, and generative sampling)
2023-06-13
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation
✓ Link
78.3
85.3
81.4
86.6
67.9
ViTPose-G
2022-04-26
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity
✓ Link
76.7
BUCTD-W48 (w/cond. input from PETR)
2023-06-13
Revealing the Dark Secrets of Masked Image Modeling
✓ Link
75.5
SwinV2-L 1K-MIM
2022-05-26
Revealing the Dark Secrets of Masked Image Modeling
✓ Link
74.9
SwinV2-B 1K-MIM
2022-05-26
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity
✓ Link
72.9
BUCTD-W48
2023-06-13
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association
✓ Link
70.5
89.1
76.1
63.8
78.4
72.1
OpenPifPaf
2021-03-03
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation
✓ Link
70.0
71.1
59.4
MIPNet (HRNet-W48)
2021-01-27
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation
✓ Link
68.9
89.4
75.6
69.9
76.6
KAPAO-L
2021-11-16
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation
✓ Link
67.1
88.8
73.4
68.1
75.2
KAPAO-M
2021-11-16
Greedy Offset-Guided Keypoint Grouping for Human Pose Estimation
✓ Link
65.2
85.9
69.5
66.2
Hourglass-104
2021-07-07
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation
✓ Link
63.8
87.7
69.4
64.8
72.1
KAPAO-S
2021-11-16