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Models/EvoPose2D-L

EvoPose2D-L

Reported on 26 benchmarks across 4 tasks · 1 paper · 2 SOTA

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

Computer Vision10 results

Multi-Person Pose EstimationonCOCO (Common Objects in Context)
Test AP· 2020-11-17
76.8
SOTA
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
Multi-Person Pose EstimationonCOCO (Common Objects in Context)
Validation AP· 2020-11-17
77.5
SOTA
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
Pose EstimationonCOCO test-dev
AP· 2020-11-17
76.8
best: 81.1 (ViTPose (ViTAE-G, ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
Pose EstimationonCOCO test-dev
AP50· 2020-11-17
92.5
best: 95 (ViTPose (ViTAE-G, ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
Pose EstimationonCOCO test-dev
AP75· 2020-11-17
84.3
best: 88.2 (ViTPose (ViTAE-G, ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
Pose EstimationonCOCO test-dev
APL· 2020-11-17
82.5
best: 86.5 (PoseBH-H)
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
Pose EstimationonCOCO test-dev
APM· 2020-11-17
73.5
best: 83.8 (4xRSN-50 (ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
Pose EstimationonCOCO test-dev
AR· 2020-11-17
81.7
best: 88.2 (Simple Pose)
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
Pose EstimationonCOCO (Common Objects in Context)
Test AP· 2020-11-17
76.8
best: 78.6 (4xRSN-50(384×288))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
Pose EstimationonCOCO (Common Objects in Context)
Validation AP· 2020-11-17
77.5
best: 82.2 (Sapiens-2B)
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446

Methodology8 results

3DonCOCO test-dev
AP· 2020-11-17
76.8
best: 81.1 (ViTPose (ViTAE-G, ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
3DonCOCO test-dev
AP50· 2020-11-17
92.5
best: 95 (ViTPose (ViTAE-G, ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
3DonCOCO test-dev
AP75· 2020-11-17
84.3
best: 88.2 (ViTPose (ViTAE-G, ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
3DonCOCO test-dev
APL· 2020-11-17
82.5
best: 86.5 (PoseBH-H)
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
3DonCOCO test-dev
APM· 2020-11-17
73.5
best: 83.8 (4xRSN-50 (ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
3DonCOCO test-dev
AR· 2020-11-17
81.7
best: 88.2 (Simple Pose)
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
3DonCOCO (Common Objects in Context)
Test AP· 2020-11-17
76.8
best: 78.6 (4xRSN-50(384×288))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
3DonCOCO (Common Objects in Context)
Validation AP· 2020-11-17
77.5
best: 82.2 (Sapiens-2B)
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446

Audio8 results

1 Image, 2*2 StitchionCOCO test-dev
AP· 2020-11-17
76.8
best: 81.1 (ViTPose (ViTAE-G, ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
1 Image, 2*2 StitchionCOCO test-dev
AP50· 2020-11-17
92.5
best: 95 (ViTPose (ViTAE-G, ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
1 Image, 2*2 StitchionCOCO test-dev
AP75· 2020-11-17
84.3
best: 88.2 (ViTPose (ViTAE-G, ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
1 Image, 2*2 StitchionCOCO test-dev
APL· 2020-11-17
82.5
best: 86.5 (PoseBH-H)
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
1 Image, 2*2 StitchionCOCO test-dev
APM· 2020-11-17
73.5
best: 83.8 (4xRSN-50 (ensemble))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
1 Image, 2*2 StitchionCOCO test-dev
AR· 2020-11-17
81.7
best: 88.2 (Simple Pose)
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
Test AP· 2020-11-17
76.8
best: 78.6 (4xRSN-50(384×288))
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
Validation AP· 2020-11-17
77.5
best: 82.2 (Sapiens-2B)
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer arXiv:2011.08446