metafile.yml

Collections:
  - Name: ExPose
    Metadata:
      Training Data:
         - COCO
         - Human3.6M
         - LSP-Extended
         - LSP
         - MPII
         - FreiHand
         - FFHQ
      Architecture:
        - PoseHighResolutionNet
        - ExPoseHead
    Paper:
      URL: https://arxiv.org/abs/2008.09062
      Title: "Monocular Expressive Body Regression through Body-Driven Attention"
    README: configs/expose/README.md

Models:
  - Name: expose
    In Collection: ExPose
    Config: configs/expose/expose.py
    Metadata:
      Epochs: 100
    Results:
      - Task: Human Pose and Shape Estimation
        Dataset: EHF
        Metrics:
          BODY PA-MPJPE: 55.70
          RIGHT_HAND PA-MPJPE: 14.6
          LEFT_HAND PA-MPJPE: 14.4
          PA-PVE: 56.65
          RIGHT_HAND PA-PVE: 14.6
          LEFT_HAND PA-PVE: 14.5
          FACE PA-PVE: 6.90
    Weights: