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Models/4xRSN-50

4xRSN-50

Reported on 24 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision8 results

Pose EstimationonMPII Single Person
PCKh@0.5· 2020-03-09
93
SOTA
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
Pose EstimationonCOCO test-dev
AP· 2020-03-09
78.6
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
Pose EstimationonCOCO test-dev
AP50· 2020-03-09
94.3
best: 95 (ViTPose (ViTAE-G, ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
Pose EstimationonCOCO test-dev
AP75· 2020-03-09
86.6
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
Pose EstimationonCOCO test-dev
APL· 2020-03-09
75.5
best: 86.5 (PoseBH-H)
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
Pose EstimationonCOCO test-dev
APM· 2020-03-09
83.3
best: 83.8 (4xRSN-50 (ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
Pose EstimationonCOCO test-dev
AR· 2020-03-09
83.8
best: 88.2 (Simple Pose)
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
Pose EstimationonMPII Human Pose
PCKh-0.5· 2020-03-09
93
best: 94.3 (PCT (swin-l, test set))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030

Methodology8 results

3DonMPII Single Person
PCKh@0.5· 2020-03-09
93
SOTA
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
3DonCOCO test-dev
AP· 2020-03-09
78.6
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
3DonCOCO test-dev
AP50· 2020-03-09
94.3
best: 95 (ViTPose (ViTAE-G, ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
3DonCOCO test-dev
AP75· 2020-03-09
86.6
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
3DonCOCO test-dev
APL· 2020-03-09
75.5
best: 86.5 (PoseBH-H)
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
3DonCOCO test-dev
APM· 2020-03-09
83.3
best: 83.8 (4xRSN-50 (ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
3DonCOCO test-dev
AR· 2020-03-09
83.8
best: 88.2 (Simple Pose)
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
3DonMPII Human Pose
PCKh-0.5· 2020-03-09
93
best: 94.3 (PCT (swin-l, test set))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030

Audio8 results

1 Image, 2*2 StitchionMPII Single Person
PCKh@0.5· 2020-03-09
93
SOTA
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
1 Image, 2*2 StitchionCOCO test-dev
AP· 2020-03-09
78.6
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
1 Image, 2*2 StitchionCOCO test-dev
AP50· 2020-03-09
94.3
best: 95 (ViTPose (ViTAE-G, ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
1 Image, 2*2 StitchionCOCO test-dev
AP75· 2020-03-09
86.6
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
1 Image, 2*2 StitchionCOCO test-dev
APL· 2020-03-09
75.5
best: 86.5 (PoseBH-H)
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
1 Image, 2*2 StitchionCOCO test-dev
APM· 2020-03-09
83.3
best: 83.8 (4xRSN-50 (ensemble))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
1 Image, 2*2 StitchionCOCO test-dev
AR· 2020-03-09
83.8
best: 88.2 (Simple Pose)
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030
1 Image, 2*2 StitchionMPII Human Pose
PCKh-0.5· 2020-03-09
93
best: 94.3 (PCT (swin-l, test set))
Learning Delicate Local Representations for Multi-Person Pose Estimation arXiv:2003.04030