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Models/OpenPose

OpenPose

Reported on 41 benchmarks across 5 tasks · 2 papers · 7 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision14 results

Pose EstimationonMPII Single Person
PCKh@0.1· 2018-12-18
22.5
best: 36 (EfficientPose IV)
SOTA
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonCOCO test-dev
AP· uses extra data· 2018-12-18
64.2
best: 81.1 (ViTPose (ViTAE-G, ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonCOCO test-dev
AP50· uses extra data· 2018-12-18
86.2
best: 95 (ViTPose (ViTAE-G, ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonCOCO test-dev
AP75· uses extra data· 2018-12-18
70.1
best: 88.2 (ViTPose (ViTAE-G, ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonCOCO test-dev
APL· uses extra data· 2018-12-18
68.8
best: 86.5 (PoseBH-H)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonCOCO test-dev
APM· uses extra data· 2018-12-18
61
best: 83.8 (4xRSN-50 (ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonMPII Human Pose
PCKh-0.5· 2018-12-18
88.8
best: 94.3 (PCT (swin-l, test set))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonMPII Single Person
PCKh@0.5· 2018-12-18
88.8
best: 93 (4xRSN-50)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonCrowdPose
AP Easy· 2018-12-18
62.7
best: 88.8 (RTMO-l)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonCrowdPose
AP Hard· 2018-12-18
32.3
best: 466 (DETRPose-N)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Pose EstimationonCrowdPose
AP Medium· 2018-12-18
58.7
best: 566 (DETRPose-N)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Multi-Person Pose EstimationonCrowdPose
AP Easy· 2018-12-18
62.7
best: 88.8 (RTMO-l)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Multi-Person Pose EstimationonCrowdPose
AP Hard· 2018-12-18
32.3
best: 466 (DETRPose-N)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
Multi-Person Pose EstimationonCrowdPose
AP Medium· 2018-12-18
58.7
best: 566 (DETRPose-N)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008

Methodology11 results

3DonMPII Single Person
PCKh@0.1· 2018-12-18
22.5
best: 36 (EfficientPose IV)
SOTA
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonCOCO test-dev
AP· uses extra data· 2018-12-18
64.2
best: 81.1 (ViTPose (ViTAE-G, ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonCOCO test-dev
AP50· uses extra data· 2018-12-18
86.2
best: 95 (ViTPose (ViTAE-G, ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonCOCO test-dev
AP75· uses extra data· 2018-12-18
70.1
best: 88.2 (ViTPose (ViTAE-G, ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonCOCO test-dev
APL· uses extra data· 2018-12-18
68.8
best: 86.5 (PoseBH-H)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonCOCO test-dev
APM· uses extra data· 2018-12-18
61
best: 83.8 (4xRSN-50 (ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonMPII Human Pose
PCKh-0.5· 2018-12-18
88.8
best: 94.3 (PCT (swin-l, test set))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonMPII Single Person
PCKh@0.5· 2018-12-18
88.8
best: 93 (4xRSN-50)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonCrowdPose
AP Easy· 2018-12-18
62.7
best: 88.8 (RTMO-l)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonCrowdPose
AP Hard· 2018-12-18
32.3
best: 466 (DETRPose-N)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
3DonCrowdPose
AP Medium· 2018-12-18
58.7
best: 566 (DETRPose-N)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008

Audio11 results

1 Image, 2*2 StitchionMPII Single Person
PCKh@0.1· 2018-12-18
22.5
best: 36 (EfficientPose IV)
SOTA
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionCOCO test-dev
AP· uses extra data· 2018-12-18
64.2
best: 81.1 (ViTPose (ViTAE-G, ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionCOCO test-dev
AP50· uses extra data· 2018-12-18
86.2
best: 95 (ViTPose (ViTAE-G, ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionCOCO test-dev
AP75· uses extra data· 2018-12-18
70.1
best: 88.2 (ViTPose (ViTAE-G, ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionCOCO test-dev
APL· uses extra data· 2018-12-18
68.8
best: 86.5 (PoseBH-H)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionCOCO test-dev
APM· uses extra data· 2018-12-18
61
best: 83.8 (4xRSN-50 (ensemble))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionMPII Human Pose
PCKh-0.5· 2018-12-18
88.8
best: 94.3 (PCT (swin-l, test set))
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionMPII Single Person
PCKh@0.5· 2018-12-18
88.8
best: 93 (4xRSN-50)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionCrowdPose
AP Easy· 2018-12-18
62.7
best: 88.8 (RTMO-l)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionCrowdPose
AP Hard· 2018-12-18
32.3
best: 466 (DETRPose-N)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008
1 Image, 2*2 StitchionCrowdPose
AP Medium· 2018-12-18
58.7
best: 566 (DETRPose-N)
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1812.08008

Knowledge Base5 results

2D Human Pose EstimationonCOCO-WholeBody
WB· uses extra data· 2016-11-24
33.8
best: 70.2 (RTMW-x)
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
2D Human Pose EstimationonCOCO-WholeBody
body· uses extra data· 2016-11-24
56.3
best: 76.9 (PCNet)
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
2D Human Pose EstimationonCOCO-WholeBody
face· uses extra data· 2016-11-24
48.2
best: 89.7 (PCNet)
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
2D Human Pose EstimationonCOCO-WholeBody
foot· uses extra data· 2016-11-24
53.2
best: 79.8 (ZoomNet (V0.5 data))
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
2D Human Pose EstimationonCOCO-WholeBody
hand· uses extra data· 2016-11-24
19.8
best: 66.4 (RTMW-x)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050