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Models/SCIO (HRNet-48)

SCIO (HRNet-48)

Reported on 32 benchmarks across 4 tasks · 1 paper · 6 SOTA

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

Computer Vision16 results

Multi-Person Pose EstimationonCOCO test-dev
AP· 2022-07-06
79.2
SOTA
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Multi-Person Pose EstimationonCOCO test-dev
AP50· 2022-07-06
93.5
SOTA
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Multi-Person Pose EstimationonCOCO test-dev
AP75· 2022-07-06
85.8
SOTA
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Multi-Person Pose EstimationonCOCO test-dev
APL· 2022-07-06
84.2
SOTA
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Multi-Person Pose EstimationonCOCO test-dev
APM· 2022-07-06
74.1
SOTA
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Multi-Person Pose EstimationonCOCO test-dev
AR· 2022-07-06
81.6
SOTA
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Pose EstimationonCOCO test-dev
AP· 2022-07-06
79.2
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Pose EstimationonCOCO test-dev
AP50· 2022-07-06
93.5
best: 95 (ViTPose (ViTAE-G, ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Pose EstimationonCOCO test-dev
AP75· 2022-07-06
85.8
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Pose EstimationonCOCO test-dev
APL· 2022-07-06
84.2
best: 86.5 (PoseBH-H)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Pose EstimationonCOCO test-dev
APM· 2022-07-06
74.1
best: 83.8 (4xRSN-50 (ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Pose EstimationonCOCO test-dev
AR· 2022-07-06
81.6
best: 88.2 (Simple Pose)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Pose EstimationonCrowdPose
AP Medium· 2022-07-06
72.2
best: 566 (DETRPose-N)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Pose EstimationonCrowdPose
mAP @0.5:0.95· 2022-07-06
71.5
best: 83.8 (RTMO-l)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Multi-Person Pose EstimationonCrowdPose
AP Medium· 2022-07-06
72.2
best: 566 (DETRPose-N)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
Multi-Person Pose EstimationonCrowdPose
mAP @0.5:0.95· 2022-07-06
71.5
best: 83.8 (RTMO-l)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425

Methodology8 results

3DonCOCO test-dev
AP· 2022-07-06
79.2
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
3DonCOCO test-dev
AP50· 2022-07-06
93.5
best: 95 (ViTPose (ViTAE-G, ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
3DonCOCO test-dev
AP75· 2022-07-06
85.8
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
3DonCOCO test-dev
APL· 2022-07-06
84.2
best: 86.5 (PoseBH-H)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
3DonCOCO test-dev
APM· 2022-07-06
74.1
best: 83.8 (4xRSN-50 (ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
3DonCOCO test-dev
AR· 2022-07-06
81.6
best: 88.2 (Simple Pose)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
3DonCrowdPose
AP Medium· 2022-07-06
72.2
best: 566 (DETRPose-N)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
3DonCrowdPose
mAP @0.5:0.95· 2022-07-06
71.5
best: 83.8 (RTMO-l)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425

Audio8 results

1 Image, 2*2 StitchionCOCO test-dev
AP· 2022-07-06
79.2
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
1 Image, 2*2 StitchionCOCO test-dev
AP50· 2022-07-06
93.5
best: 95 (ViTPose (ViTAE-G, ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
1 Image, 2*2 StitchionCOCO test-dev
AP75· 2022-07-06
85.8
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
1 Image, 2*2 StitchionCOCO test-dev
APL· 2022-07-06
84.2
best: 86.5 (PoseBH-H)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
1 Image, 2*2 StitchionCOCO test-dev
APM· 2022-07-06
74.1
best: 83.8 (4xRSN-50 (ensemble))
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
1 Image, 2*2 StitchionCOCO test-dev
AR· 2022-07-06
81.6
best: 88.2 (Simple Pose)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
1 Image, 2*2 StitchionCrowdPose
AP Medium· 2022-07-06
72.2
best: 566 (DETRPose-N)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425
1 Image, 2*2 StitchionCrowdPose
mAP @0.5:0.95· 2022-07-06
71.5
best: 83.8 (RTMO-l)
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation arXiv:2207.02425