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Models/PoseFix

PoseFix

Reported on 26 benchmarks across 4 tasks · 1 paper · 5 SOTA

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

Computer Vision10 results

Pose EstimationonCOCO test-dev
AP· 2018-12-10
74.7
best: 81.1 (ViTPose (ViTAE-G, ensemble))
SOTA
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
Multi-Person Pose EstimationonCOCO (Common Objects in Context)
Test AP· 2018-12-10
76.7
best: 76.8 (EvoPose2D-L)
SOTA
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
Multi-Person Pose EstimationonCOCO (Common Objects in Context)
Validation AP· 2018-12-10
77.3
best: 77.5 (EvoPose2D-L)
SOTA
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
Pose EstimationonCOCO test-dev
AP50· 2018-12-10
91.2
best: 95 (ViTPose (ViTAE-G, ensemble))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
Pose EstimationonCOCO test-dev
AP75· 2018-12-10
81.9
best: 88.2 (ViTPose (ViTAE-G, ensemble))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
Pose EstimationonCOCO test-dev
APL· 2018-12-10
81.2
best: 86.5 (PoseBH-H)
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
Pose EstimationonCOCO test-dev
APM· 2018-12-10
71.1
best: 83.8 (4xRSN-50 (ensemble))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
Pose EstimationonCOCO test-dev
AR· 2018-12-10
79.9
best: 88.2 (Simple Pose)
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
Pose EstimationonCOCO (Common Objects in Context)
Test AP· 2018-12-10
76.7
best: 78.6 (4xRSN-50(384×288))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
Pose EstimationonCOCO (Common Objects in Context)
Validation AP· 2018-12-10
77.3
best: 82.2 (Sapiens-2B)
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595

Methodology8 results

3DonCOCO test-dev
AP· 2018-12-10
74.7
best: 81.1 (ViTPose (ViTAE-G, ensemble))
SOTA
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
3DonCOCO test-dev
AP50· 2018-12-10
91.2
best: 95 (ViTPose (ViTAE-G, ensemble))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
3DonCOCO test-dev
AP75· 2018-12-10
81.9
best: 88.2 (ViTPose (ViTAE-G, ensemble))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
3DonCOCO test-dev
APL· 2018-12-10
81.2
best: 86.5 (PoseBH-H)
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
3DonCOCO test-dev
APM· 2018-12-10
71.1
best: 83.8 (4xRSN-50 (ensemble))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
3DonCOCO test-dev
AR· 2018-12-10
79.9
best: 88.2 (Simple Pose)
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
3DonCOCO (Common Objects in Context)
Test AP· 2018-12-10
76.7
best: 78.6 (4xRSN-50(384×288))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
3DonCOCO (Common Objects in Context)
Validation AP· 2018-12-10
77.3
best: 82.2 (Sapiens-2B)
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595

Audio8 results

1 Image, 2*2 StitchionCOCO test-dev
AP· 2018-12-10
74.7
best: 81.1 (ViTPose (ViTAE-G, ensemble))
SOTA
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
1 Image, 2*2 StitchionCOCO test-dev
AP50· 2018-12-10
91.2
best: 95 (ViTPose (ViTAE-G, ensemble))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
1 Image, 2*2 StitchionCOCO test-dev
AP75· 2018-12-10
81.9
best: 88.2 (ViTPose (ViTAE-G, ensemble))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
1 Image, 2*2 StitchionCOCO test-dev
APL· 2018-12-10
81.2
best: 86.5 (PoseBH-H)
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
1 Image, 2*2 StitchionCOCO test-dev
APM· 2018-12-10
71.1
best: 83.8 (4xRSN-50 (ensemble))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
1 Image, 2*2 StitchionCOCO test-dev
AR· 2018-12-10
79.9
best: 88.2 (Simple Pose)
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
Test AP· 2018-12-10
76.7
best: 78.6 (4xRSN-50(384×288))
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
Validation AP· 2018-12-10
77.3
best: 82.2 (Sapiens-2B)
PoseFix: Model-agnostic General Human Pose Refinement Network arXiv:1812.03595