TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/PIFuHD

PIFuHD

Reported on 7 benchmarks across 1 task · 1 paper · 5 SOTA

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

Computer Vision7 results

  • ReconstructiononCustomHumans
    Chamfer Distance P-to-S· uses extra data· 2020-04-01
    2.107
    best: 1.871 (SiTH)
    SOTA
    PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationarXiv:2004.00452
  • ReconstructiononCustomHumans
    Chamfer Distance S-to-P· uses extra data· 2020-04-01
    2.228
    best: 2.045 (SiTH)
    SOTA
    PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationarXiv:2004.00452
  • ReconstructiononCustomHumans
    f-Score· uses extra data· 2020-04-01
    39.076
    SOTA
    PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationarXiv:2004.00452
  • ReconstructiononCAPE
    Chamfer (cm)· 2020-04-01
    3.237
    best: 1.142 (ICON)
    SOTA
    PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationarXiv:2004.00452
  • ReconstructiononCAPE
    P2S (cm)· 2020-04-01
    3.123
    SOTA
    PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationarXiv:2004.00452
  • ReconstructiononCustomHumans
    Normal Consistency· uses extra data· 2020-04-01
    0.804
    best: 0.826 (SiTH)
    PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationarXiv:2004.00452
  • ReconstructiononCAPE
    NC· 2020-04-01
    0.112
    best: 0.186 (PIFu (THuman2.0))
    PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationarXiv:2004.00452