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Models/ARCH++

ARCH++

Reported on 12 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Computer Vision12 results

  • Object ReconstructiononBUFF
    Chamfer (cm)· 2021-08-17
    0.61
    SOTA
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • 3D Object ReconstructiononBUFF
    Chamfer (cm)· 2021-08-17
    0.61
    SOTA
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • Object ReconstructiononRenderPeople
    Chamfer (cm)· uses extra data· 2021-08-17
    0.61
    best: 0.567 (PIFu (3 views))
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • Object ReconstructiononRenderPeople
    Point-to-surface distance (cm)· uses extra data· 2021-08-17
    0.5
    best: 2 (ali)
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • Object ReconstructiononRenderPeople
    Surface normal consistency· uses extra data· 2021-08-17
    0.03
    best: 0.2 (ali)
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • Object ReconstructiononBUFF
    Point-to-surface distance (cm)· 2021-08-17
    0.58
    best: 1.63 (ML-PIFu (alternate))
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • Object ReconstructiononBUFF
    Surface normal consistency· 2021-08-17
    0.03
    best: 0.22 (ML-PIFu (end-to-end))
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • 3D Object ReconstructiononRenderPeople
    Chamfer (cm)· uses extra data· 2021-08-17
    0.61
    best: 0.567 (PIFu (3 views))
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • 3D Object ReconstructiononRenderPeople
    Point-to-surface distance (cm)· uses extra data· 2021-08-17
    0.5
    best: 2 (ali)
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • 3D Object ReconstructiononRenderPeople
    Surface normal consistency· uses extra data· 2021-08-17
    0.03
    best: 0.2 (ali)
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • 3D Object ReconstructiononBUFF
    Point-to-surface distance (cm)· 2021-08-17
    0.58
    best: 1.63 (ML-PIFu (alternate))
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845
  • 3D Object ReconstructiononBUFF
    Surface normal consistency· 2021-08-17
    0.03
    best: 0.22 (ML-PIFu (end-to-end))
    ARCH++: Animation-Ready Clothed Human Reconstruction RevisitedarXiv:2108.07845