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Models/HuManiFlow

HuManiFlow

Reported on 8 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 Vision4 results

  • 3D Human Pose Estimationon3DPW
    MPJPE· 2023-05-11
    83.9
    best: 130 (HMR)
    HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationarXiv:2305.06968
  • 3D Human Pose Estimationon3DPW
    PA-MPJPE· 2023-05-11
    53.4
    best: 157 (Simple-baseline)
    HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationarXiv:2305.06968
  • Pose Estimationon3DPW
    MPJPE· 2023-05-11
    83.9
    best: 130 (HMR)
    HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationarXiv:2305.06968
  • Pose Estimationon3DPW
    PA-MPJPE· 2023-05-11
    53.4
    best: 157 (Simple-baseline)
    HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationarXiv:2305.06968

Methodology2 results

  • 3Don3DPW
    MPJPE· 2023-05-11
    83.9
    best: 130 (HMR)
    HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationarXiv:2305.06968
  • 3Don3DPW
    PA-MPJPE· 2023-05-11
    53.4
    best: 157 (Simple-baseline)
    HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationarXiv:2305.06968

Audio2 results

  • 1 Image, 2*2 Stitchion3DPW
    MPJPE· 2023-05-11
    83.9
    best: 130 (HMR)
    HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationarXiv:2305.06968
  • 1 Image, 2*2 Stitchion3DPW
    PA-MPJPE· 2023-05-11
    53.4
    best: 157 (Simple-baseline)
    HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationarXiv:2305.06968