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Models/SiTH

SiTH

Reported on 8 benchmarks across 2 tasks · 1 paper · 7 SOTA

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

Computer Vision8 results

  • ReconstructiononCustomHumans
    Chamfer Distance P-to-S· 2023-11-27
    1.871
    SOTA
    SiTH: Single-view Textured Human Reconstruction with Image-Conditioned DiffusionarXiv:2311.15855
  • ReconstructiononCustomHumans
    Chamfer Distance S-to-P· 2023-11-27
    2.045
    SOTA
    SiTH: Single-view Textured Human Reconstruction with Image-Conditioned DiffusionarXiv:2311.15855
  • ReconstructiononCustomHumans
    Normal Consistency· 2023-11-27
    0.826
    SOTA
    SiTH: Single-view Textured Human Reconstruction with Image-Conditioned DiffusionarXiv:2311.15855
  • Lifelike 3D Human GenerationonTHuman2.0 Dataset
    CLIP Similarity· 2023-11-27
    0.8978
    best: 0.9235 (Human-VDM)
    SOTA
    SiTH: Single-view Textured Human Reconstruction with Image-Conditioned DiffusionarXiv:2311.15855
  • Lifelike 3D Human GenerationonTHuman2.0 Dataset
    LPIPS· 2023-11-27
    0.1396
    best: 0.0957 (Human-VDM)
    SOTA
    SiTH: Single-view Textured Human Reconstruction with Image-Conditioned DiffusionarXiv:2311.15855
  • Lifelike 3D Human GenerationonTHuman2.0 Dataset
    PSNR· 2023-11-27
    17.0533
    best: 20.068 (Human-VDM)
    SOTA
    SiTH: Single-view Textured Human Reconstruction with Image-Conditioned DiffusionarXiv:2311.15855
  • Lifelike 3D Human GenerationonTHuman2.0 Dataset
    SSIM· 2023-11-27
    0.8963
    best: 0.9228 (Human-VDM)
    SOTA
    SiTH: Single-view Textured Human Reconstruction with Image-Conditioned DiffusionarXiv:2311.15855
  • ReconstructiononCustomHumans
    f-Score· 2023-11-27
    37.029
    best: 39.076 (PIFuHD)
    SiTH: Single-view Textured Human Reconstruction with Image-Conditioned DiffusionarXiv:2311.15855