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Models/TransPose-H

TransPose-H

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

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

Computer Vision13 results

Pose EstimationonOCHuman
Validation AP· 2020-12-28
62.3
best: 92.8 (ViTPose (ViTAE-G, GT bounding boxes))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Pose EstimationonCrowdPose
AP Easy· 2020-12-28
79.5
best: 88.8 (RTMO-l)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Pose EstimationonCrowdPose
AP Hard· 2020-12-28
62.2
best: 466 (DETRPose-N)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Pose EstimationonCrowdPose
AP Medium· 2020-12-28
72.9
best: 566 (DETRPose-N)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Pose EstimationonCrowdPose
mAP @0.5:0.95· 2020-12-28
71.8
best: 83.8 (RTMO-l)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Pose EstimationonOCHuman
AP50· 2020-12-28
82.7
best: 89.7 (MIPNet (gt-bb))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Pose EstimationonOCHuman
AP75· 2020-12-28
67.1
best: 80.1 (MIPNet (gt-bb))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Multi-Person Pose EstimationonCrowdPose
AP Easy· 2020-12-28
79.5
best: 88.8 (RTMO-l)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Multi-Person Pose EstimationonCrowdPose
AP Hard· 2020-12-28
62.2
best: 466 (DETRPose-N)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Multi-Person Pose EstimationonCrowdPose
AP Medium· 2020-12-28
72.9
best: 566 (DETRPose-N)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Multi-Person Pose EstimationonCrowdPose
mAP @0.5:0.95· 2020-12-28
71.8
best: 83.8 (RTMO-l)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Multi-Person Pose EstimationonOCHuman
AP50· 2020-12-28
82.7
best: 89.7 (MIPNet (gt-bb))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
Multi-Person Pose EstimationonOCHuman
AP75· 2020-12-28
67.1
best: 80.1 (MIPNet (gt-bb))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214

Methodology7 results

3DonOCHuman
Validation AP· 2020-12-28
62.3
best: 92.8 (ViTPose (ViTAE-G, GT bounding boxes))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
3DonCrowdPose
AP Easy· 2020-12-28
79.5
best: 88.8 (RTMO-l)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
3DonCrowdPose
AP Hard· 2020-12-28
62.2
best: 466 (DETRPose-N)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
3DonCrowdPose
AP Medium· 2020-12-28
72.9
best: 566 (DETRPose-N)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
3DonCrowdPose
mAP @0.5:0.95· 2020-12-28
71.8
best: 83.8 (RTMO-l)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
3DonOCHuman
AP50· 2020-12-28
82.7
best: 89.7 (MIPNet (gt-bb))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
3DonOCHuman
AP75· 2020-12-28
67.1
best: 80.1 (MIPNet (gt-bb))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214

Audio7 results

1 Image, 2*2 StitchionOCHuman
Validation AP· 2020-12-28
62.3
best: 92.8 (ViTPose (ViTAE-G, GT bounding boxes))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
1 Image, 2*2 StitchionCrowdPose
AP Easy· 2020-12-28
79.5
best: 88.8 (RTMO-l)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
1 Image, 2*2 StitchionCrowdPose
AP Hard· 2020-12-28
62.2
best: 466 (DETRPose-N)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
1 Image, 2*2 StitchionCrowdPose
AP Medium· 2020-12-28
72.9
best: 566 (DETRPose-N)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
1 Image, 2*2 StitchionCrowdPose
mAP @0.5:0.95· 2020-12-28
71.8
best: 83.8 (RTMO-l)
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
1 Image, 2*2 StitchionOCHuman
AP50· 2020-12-28
82.7
best: 89.7 (MIPNet (gt-bb))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214
1 Image, 2*2 StitchionOCHuman
AP75· 2020-12-28
67.1
best: 80.1 (MIPNet (gt-bb))
SOTA
TransPose: Keypoint Localization via Transformer arXiv:2012.14214