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Models/I²R-Net (1st stage: HRFormer-B)

I²R-Net (1st stage: HRFormer-B)

Reported on 16 benchmarks across 4 tasks · 1 paper · 16 SOTA

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

Computer Vision8 results

Pose EstimationonCrowdPose
AP Easy· 2022-06-22
83.8
best: 88.8 (RTMO-l)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Pose EstimationonCrowdPose
AP Hard· 2022-06-22
69.3
best: 466 (DETRPose-N)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Pose EstimationonCrowdPose
AP Medium· 2022-06-22
78.1
best: 566 (DETRPose-N)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Pose EstimationonCrowdPose
mAP @0.5:0.95· 2022-06-22
77.4
best: 83.8 (RTMO-l)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Multi-Person Pose EstimationonCrowdPose
AP Easy· 2022-06-22
83.8
best: 88.8 (RTMO-l)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Multi-Person Pose EstimationonCrowdPose
AP Hard· 2022-06-22
69.3
best: 466 (DETRPose-N)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Multi-Person Pose EstimationonCrowdPose
AP Medium· 2022-06-22
78.1
best: 566 (DETRPose-N)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
Multi-Person Pose EstimationonCrowdPose
mAP @0.5:0.95· 2022-06-22
77.4
best: 83.8 (RTMO-l)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892

Methodology4 results

3DonCrowdPose
AP Easy· 2022-06-22
83.8
best: 88.8 (RTMO-l)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
3DonCrowdPose
AP Hard· 2022-06-22
69.3
best: 466 (DETRPose-N)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
3DonCrowdPose
AP Medium· 2022-06-22
78.1
best: 566 (DETRPose-N)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
3DonCrowdPose
mAP @0.5:0.95· 2022-06-22
77.4
best: 83.8 (RTMO-l)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892

Audio4 results

1 Image, 2*2 StitchionCrowdPose
AP Easy· 2022-06-22
83.8
best: 88.8 (RTMO-l)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
1 Image, 2*2 StitchionCrowdPose
AP Hard· 2022-06-22
69.3
best: 466 (DETRPose-N)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
1 Image, 2*2 StitchionCrowdPose
AP Medium· 2022-06-22
78.1
best: 566 (DETRPose-N)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892
1 Image, 2*2 StitchionCrowdPose
mAP @0.5:0.95· 2022-06-22
77.4
best: 83.8 (RTMO-l)
SOTA
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation arXiv:2206.10892