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Models/I²R-Net (1st stage:HRFormer-B)

I²R-Net (1st stage:HRFormer-B)

Reported on 18 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 Vision6 results

Pose EstimationonCOCO (Common Objects in Context)
AR· 2022-06-22
82.1
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Pose EstimationonCOCO (Common Objects in Context)
AP· 2022-06-22
77.3
best: 79.5 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Pose EstimationonCOCO (Common Objects in Context)
AP50· 2022-06-22
91
best: 93.6 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Pose EstimationonCOCO (Common Objects in Context)
AP75· 2022-06-22
83.6
best: 85.9 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Pose EstimationonCOCO (Common Objects in Context)
APL· 2022-06-22
84.5
best: 84.6 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Pose EstimationonCOCO (Common Objects in Context)
APM· 2022-06-22
73
best: 76 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892

Methodology6 results

3DonCOCO (Common Objects in Context)
AR· 2022-06-22
82.1
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
3DonCOCO (Common Objects in Context)
AP· 2022-06-22
77.3
best: 79.5 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
3DonCOCO (Common Objects in Context)
AP50· 2022-06-22
91
best: 93.6 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
3DonCOCO (Common Objects in Context)
AP75· 2022-06-22
83.6
best: 85.9 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
3DonCOCO (Common Objects in Context)
APL· 2022-06-22
84.5
best: 84.6 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
3DonCOCO (Common Objects in Context)
APM· 2022-06-22
73
best: 76 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892

Audio6 results

1 Image, 2*2 StitchionCOCO (Common Objects in Context)
AR· 2022-06-22
82.1
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
AP· 2022-06-22
77.3
best: 79.5 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
AP50· 2022-06-22
91
best: 93.6 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
AP75· 2022-06-22
83.6
best: 85.9 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
APL· 2022-06-22
84.5
best: 84.6 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
APM· 2022-06-22
73
best: 76 (OmniPose (WASPv2))
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892