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Models/CMU-Pose

CMU-Pose

Reported on 27 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Computer Vision18 results

Pose EstimationonCOCO test-dev
AP· 2016-11-24
61.8
best: 81.1 (ViTPose (ViTAE-G, ensemble))
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Pose EstimationonCOCO
AP· 2016-11-24
0.618
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Multi-Person Pose EstimationonCOCO test-dev
AP· 2016-11-24
61.8
best: 79.2 (SCIO (HRNet-48))
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Multi-Person Pose EstimationonCOCO test-dev
AP50· 2016-11-24
84.9
best: 93.5 (SCIO (HRNet-48))
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Multi-Person Pose EstimationonCOCO test-dev
AP75· 2016-11-24
67.5
best: 85.8 (SCIO (HRNet-48))
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Multi-Person Pose EstimationonCOCO test-dev
APL· 2016-11-24
68.2
best: 84.2 (SCIO (HRNet-48))
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Multi-Person Pose EstimationonCOCO test-dev
APM· 2016-11-24
57.1
best: 74.1 (SCIO (HRNet-48))
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
Multi-Person Pose EstimationonCOCO
AP· 2016-11-24
0.618
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
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
AP· 2016-11-24
61.8
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
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

Methodology12 results

3DonCOCO test-dev
AP· 2016-11-24
61.8
best: 81.1 (ViTPose (ViTAE-G, ensemble))
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
3DonCOCO
AP· 2016-11-24
0.618
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
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
AP· 2016-11-24
61.8
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
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

Audio12 results

1 Image, 2*2 StitchionCOCO test-dev
AP· 2016-11-24
61.8
best: 81.1 (ViTPose (ViTAE-G, ensemble))
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
1 Image, 2*2 StitchionCOCO
AP· 2016-11-24
0.618
SOTA
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
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
AP· 2016-11-24
61.8
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields arXiv:1611.08050
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