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Models/DarkPose

DarkPose

Reported on 7 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision3 results

Pose EstimationonCOCO (Common Objects in Context)
AP· uses extra data· 2019-10-14
0.774
best: 79.5 (OmniPose (WASPv2))
SOTA
Distribution-Aware Coordinate Representation for Human Pose Estimation arXiv:1910.06278
Multi-Person Pose EstimationonCOCO (Common Objects in Context)
AP· uses extra data· 2019-10-14
0.774
best: 0.792 (RSN)
SOTA
Distribution-Aware Coordinate Representation for Human Pose Estimation arXiv:1910.06278
Pose EstimationonMPII Human Pose
PCKh-0.5· 2019-10-14
90.6
best: 94.3 (PCT (swin-l, test set))
Distribution-Aware Coordinate Representation for Human Pose Estimation arXiv:1910.06278

Methodology2 results

3DonCOCO (Common Objects in Context)
AP· uses extra data· 2019-10-14
0.774
best: 79.5 (OmniPose (WASPv2))
SOTA
Distribution-Aware Coordinate Representation for Human Pose Estimation arXiv:1910.06278
3DonMPII Human Pose
PCKh-0.5· 2019-10-14
90.6
best: 94.3 (PCT (swin-l, test set))
Distribution-Aware Coordinate Representation for Human Pose Estimation arXiv:1910.06278

Audio2 results

1 Image, 2*2 StitchionCOCO (Common Objects in Context)
AP· uses extra data· 2019-10-14
0.774
best: 79.5 (OmniPose (WASPv2))
SOTA
Distribution-Aware Coordinate Representation for Human Pose Estimation arXiv:1910.06278
1 Image, 2*2 StitchionMPII Human Pose
PCKh-0.5· 2019-10-14
90.6
best: 94.3 (PCT (swin-l, test set))
Distribution-Aware Coordinate Representation for Human Pose Estimation arXiv:1910.06278