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Models/SkelFormer (HRNet - eval only)

SkelFormer (HRNet - eval only)

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

  • 3D Human Pose EstimationonRICH
    MPJPE· uses extra data· 2024-04-19
    44.2
    best: 80 (WHAM (ViT))
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625
  • 3D Human Pose EstimationonRICH
    MPVPE· uses extra data· 2024-04-19
    39.9
    best: 91.2 (WHAM (ViT))
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625
  • 3D Human Pose EstimationonRICH
    PA-MPJPE· uses extra data· 2024-04-19
    35.6
    best: 47.6 (IPMAN-R)
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625
  • Pose EstimationonRICH
    MPJPE· uses extra data· 2024-04-19
    44.2
    best: 80 (WHAM (ViT))
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625
  • Pose EstimationonRICH
    MPVPE· uses extra data· 2024-04-19
    39.9
    best: 91.2 (WHAM (ViT))
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625
  • Pose EstimationonRICH
    PA-MPJPE· uses extra data· 2024-04-19
    35.6
    best: 47.6 (IPMAN-R)
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625

Methodology3 results

  • 3DonRICH
    MPJPE· uses extra data· 2024-04-19
    44.2
    best: 80 (WHAM (ViT))
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625
  • 3DonRICH
    MPVPE· uses extra data· 2024-04-19
    39.9
    best: 91.2 (WHAM (ViT))
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625
  • 3DonRICH
    PA-MPJPE· uses extra data· 2024-04-19
    35.6
    best: 47.6 (IPMAN-R)
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625

Audio3 results

  • 1 Image, 2*2 StitchionRICH
    MPJPE· uses extra data· 2024-04-19
    44.2
    best: 80 (WHAM (ViT))
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625
  • 1 Image, 2*2 StitchionRICH
    MPVPE· uses extra data· 2024-04-19
    39.9
    best: 91.2 (WHAM (ViT))
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625
  • 1 Image, 2*2 StitchionRICH
    PA-MPJPE· uses extra data· 2024-04-19
    35.6
    best: 47.6 (IPMAN-R)
    SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal TransformersarXiv:2404.12625