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Models/LitePose-S

LitePose-S

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 EstimationonCOCO (Common Objects in Context)
    Test AP· 2022-05-03
    56.7
    best: 78.6 (4xRSN-50(384×288))
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271
  • Pose EstimationonCOCO (Common Objects in Context)
    Validation AP· 2022-05-03
    56.8
    best: 82.2 (Sapiens-2B)
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271
  • Pose EstimationonCrowdPose
    mAP @0.5:0.95· 2022-05-03
    58.3
    best: 83.8 (RTMO-l)
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271
  • Multi-Person Pose EstimationonCOCO (Common Objects in Context)
    Test AP· 2022-05-03
    56.7
    best: 76.8 (EvoPose2D-L)
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271
  • Multi-Person Pose EstimationonCOCO (Common Objects in Context)
    Validation AP· 2022-05-03
    56.8
    best: 77.5 (EvoPose2D-L)
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271
  • Multi-Person Pose EstimationonCrowdPose
    mAP @0.5:0.95· 2022-05-03
    58.3
    best: 83.8 (RTMO-l)
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271

Methodology3 results

  • 3DonCOCO (Common Objects in Context)
    Test AP· 2022-05-03
    56.7
    best: 78.6 (4xRSN-50(384×288))
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271
  • 3DonCOCO (Common Objects in Context)
    Validation AP· 2022-05-03
    56.8
    best: 82.2 (Sapiens-2B)
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271
  • 3DonCrowdPose
    mAP @0.5:0.95· 2022-05-03
    58.3
    best: 83.8 (RTMO-l)
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271

Audio3 results

  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    Test AP· 2022-05-03
    56.7
    best: 78.6 (4xRSN-50(384×288))
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    Validation AP· 2022-05-03
    56.8
    best: 82.2 (Sapiens-2B)
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271
  • 1 Image, 2*2 StitchionCrowdPose
    mAP @0.5:0.95· 2022-05-03
    58.3
    best: 83.8 (RTMO-l)
    Lite Pose: Efficient Architecture Design for 2D Human Pose EstimationarXiv:2205.01271