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Models/CenterGroup

CenterGroup

Reported on 24 benchmarks across 4 tasks · 1 paper

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

Computer Vision12 results

Pose EstimationonCOCO (Common Objects in Context)
AP· 2021-10-11
0.714
best: 79.5 (OmniPose (WASPv2))
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Pose EstimationonCOCO (Common Objects in Context)
Test AP· 2021-10-11
71.4
best: 78.6 (4xRSN-50(384×288))
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Pose EstimationonCrowdPose
AP Easy· 2021-10-11
76.6
best: 88.8 (RTMO-l)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Pose EstimationonCrowdPose
AP Hard· 2021-10-11
61.5
best: 466 (DETRPose-N)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Pose EstimationonCrowdPose
AP Medium· 2021-10-11
70
best: 566 (DETRPose-N)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Pose EstimationonCrowdPose
mAP @0.5:0.95· 2021-10-11
69.4
best: 83.8 (RTMO-l)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Multi-Person Pose EstimationonCOCO (Common Objects in Context)
AP· 2021-10-11
0.714
best: 0.792 (RSN)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Multi-Person Pose EstimationonCOCO (Common Objects in Context)
Test AP· 2021-10-11
71.4
best: 76.8 (EvoPose2D-L)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Multi-Person Pose EstimationonCrowdPose
AP Easy· 2021-10-11
76.6
best: 88.8 (RTMO-l)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Multi-Person Pose EstimationonCrowdPose
AP Hard· 2021-10-11
61.5
best: 466 (DETRPose-N)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Multi-Person Pose EstimationonCrowdPose
AP Medium· 2021-10-11
70
best: 566 (DETRPose-N)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
Multi-Person Pose EstimationonCrowdPose
mAP @0.5:0.95· 2021-10-11
69.4
best: 83.8 (RTMO-l)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132

Methodology6 results

3DonCOCO (Common Objects in Context)
AP· 2021-10-11
0.714
best: 79.5 (OmniPose (WASPv2))
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
3DonCOCO (Common Objects in Context)
Test AP· 2021-10-11
71.4
best: 78.6 (4xRSN-50(384×288))
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
3DonCrowdPose
AP Easy· 2021-10-11
76.6
best: 88.8 (RTMO-l)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
3DonCrowdPose
AP Hard· 2021-10-11
61.5
best: 466 (DETRPose-N)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
3DonCrowdPose
AP Medium· 2021-10-11
70
best: 566 (DETRPose-N)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
3DonCrowdPose
mAP @0.5:0.95· 2021-10-11
69.4
best: 83.8 (RTMO-l)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132

Audio6 results

1 Image, 2*2 StitchionCOCO (Common Objects in Context)
AP· 2021-10-11
0.714
best: 79.5 (OmniPose (WASPv2))
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
Test AP· 2021-10-11
71.4
best: 78.6 (4xRSN-50(384×288))
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
1 Image, 2*2 StitchionCrowdPose
AP Easy· 2021-10-11
76.6
best: 88.8 (RTMO-l)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
1 Image, 2*2 StitchionCrowdPose
AP Hard· 2021-10-11
61.5
best: 466 (DETRPose-N)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
1 Image, 2*2 StitchionCrowdPose
AP Medium· 2021-10-11
70
best: 566 (DETRPose-N)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132
1 Image, 2*2 StitchionCrowdPose
mAP @0.5:0.95· 2021-10-11
69.4
best: 83.8 (RTMO-l)
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation arXiv:2110.05132