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Models/CMU Pose

CMU Pose

Reported on 24 benchmarks across 3 tasks · 1 paper

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

Computer Vision8 results

Pose EstimationonCOCO test-dev
AP50· 2016-11-24
84.9
best: 95 (ViTPose (ViTAE-G, ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Pose EstimationonCOCO test-dev
AP75· 2016-11-24
67.5
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Pose EstimationonCOCO test-dev
APL· 2016-11-24
68.2
best: 86.5 (PoseBH-H)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Pose EstimationonCOCO test-dev
APM· 2016-11-24
57.1
best: 83.8 (4xRSN-50 (ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Pose EstimationonCOCO test-dev
AR· 2016-11-24
66.5
best: 88.2 (Simple Pose)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Pose EstimationonCOCO test-dev
AR50· 2016-11-24
87.2
best: 96.3 (MSPN)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Pose EstimationonCOCO test-dev
ARL· 2016-11-24
74.6
best: 87.2 (Simple Base+*)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Pose EstimationonCOCO test-dev
ARM· 2016-11-24
60.6
best: 77.5 (MSPN)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050

Methodology8 results

3DonCOCO test-dev
AP50· 2016-11-24
84.9
best: 95 (ViTPose (ViTAE-G, ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
3DonCOCO test-dev
AP75· 2016-11-24
67.5
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
3DonCOCO test-dev
APL· 2016-11-24
68.2
best: 86.5 (PoseBH-H)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
3DonCOCO test-dev
APM· 2016-11-24
57.1
best: 83.8 (4xRSN-50 (ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
3DonCOCO test-dev
AR· 2016-11-24
66.5
best: 88.2 (Simple Pose)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
3DonCOCO test-dev
AR50· 2016-11-24
87.2
best: 96.3 (MSPN)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
3DonCOCO test-dev
ARL· 2016-11-24
74.6
best: 87.2 (Simple Base+*)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
3DonCOCO test-dev
ARM· 2016-11-24
60.6
best: 77.5 (MSPN)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050

Audio8 results

1 Image, 2*2 StitchionCOCO test-dev
AP50· 2016-11-24
84.9
best: 95 (ViTPose (ViTAE-G, ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
1 Image, 2*2 StitchionCOCO test-dev
AP75· 2016-11-24
67.5
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
1 Image, 2*2 StitchionCOCO test-dev
APL· 2016-11-24
68.2
best: 86.5 (PoseBH-H)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
1 Image, 2*2 StitchionCOCO test-dev
APM· 2016-11-24
57.1
best: 83.8 (4xRSN-50 (ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
1 Image, 2*2 StitchionCOCO test-dev
AR· 2016-11-24
66.5
best: 88.2 (Simple Pose)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
1 Image, 2*2 StitchionCOCO test-dev
AR50· 2016-11-24
87.2
best: 96.3 (MSPN)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
1 Image, 2*2 StitchionCOCO test-dev
ARL· 2016-11-24
74.6
best: 87.2 (Simple Base+*)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
1 Image, 2*2 StitchionCOCO test-dev
ARM· 2016-11-24
60.6
best: 77.5 (MSPN)
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050