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Models/I²R-Net (1st stage:TransPose-H)

I²R-Net (1st stage:TransPose-H)

Reported on 12 benchmarks across 4 tasks · 1 paper

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

Computer Vision6 results

  • Pose EstimationonOCHuman
    AP50· 2022-06-22
    85
    best: 89.7 (MIPNet (gt-bb))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892
  • Pose EstimationonOCHuman
    AP75· 2022-06-22
    72.8
    best: 80.1 (MIPNet (gt-bb))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892
  • Pose EstimationonOCHuman
    Validation AP· 2022-06-22
    67.8
    best: 92.8 (ViTPose (ViTAE-G, GT bounding boxes))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892
  • Multi-Person Pose EstimationonOCHuman
    AP50· 2022-06-22
    85
    best: 89.7 (MIPNet (gt-bb))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892
  • Multi-Person Pose EstimationonOCHuman
    AP75· 2022-06-22
    72.8
    best: 80.1 (MIPNet (gt-bb))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892
  • Multi-Person Pose EstimationonOCHuman
    Validation AP· 2022-06-22
    67.8
    best: 74.1 (MIPNet (gt-bb))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892

Methodology3 results

  • 3DonOCHuman
    AP50· 2022-06-22
    85
    best: 89.7 (MIPNet (gt-bb))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892
  • 3DonOCHuman
    AP75· 2022-06-22
    72.8
    best: 80.1 (MIPNet (gt-bb))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892
  • 3DonOCHuman
    Validation AP· 2022-06-22
    67.8
    best: 92.8 (ViTPose (ViTAE-G, GT bounding boxes))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892

Audio3 results

  • 1 Image, 2*2 StitchionOCHuman
    AP50· 2022-06-22
    85
    best: 89.7 (MIPNet (gt-bb))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892
  • 1 Image, 2*2 StitchionOCHuman
    AP75· 2022-06-22
    72.8
    best: 80.1 (MIPNet (gt-bb))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892
  • 1 Image, 2*2 StitchionOCHuman
    Validation AP· 2022-06-22
    67.8
    best: 92.8 (ViTPose (ViTAE-G, GT bounding boxes))
    I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationarXiv:2206.10892