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Models/TensoRF

TensoRF

Reported on 8 benchmarks across 2 tasks · 2 papers · 2 SOTA

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

Computer Vision6 results

  • Novel View SynthesisonX3D
    PSNR· 2022-03-17
    37.67
    best: 51.37 (SAX-NeRF)
    SOTA
    TensoRF: Tensorial Radiance FieldsarXiv:2203.09517
  • Novel View SynthesisonNeRF
    PSNR· 2023-01-24
    33.14
    best: 34.66 (Deformable Beta Splatting)
    K-Planes: Explicit Radiance Fields in Space, Time, and AppearancearXiv:2301.10241
  • Novel View SynthesisonNeRF
    SSIM· 2023-01-24
    0.963
    best: 0.973 (Deformable Beta Splatting)
    K-Planes: Explicit Radiance Fields in Space, Time, and AppearancearXiv:2301.10241
  • Novel View SynthesisonLLFF
    PSNR· 2023-01-24
    26.73
    best: 27.39 (TensoRF + NeRFLiX)
    K-Planes: Explicit Radiance Fields in Space, Time, and AppearancearXiv:2301.10241
  • Novel View SynthesisonLLFF
    SSIM· 2023-01-24
    0.839
    best: 0.867 (TensoRF + NeRFLiX)
    K-Planes: Explicit Radiance Fields in Space, Time, and AppearancearXiv:2301.10241
  • Novel View SynthesisonX3D
    SSIM· 2022-03-17
    0.9712
    best: 0.9994 (SAX-NeRF)
    TensoRF: Tensorial Radiance FieldsarXiv:2203.09517

Medical2 results

  • X-RayonX3D
    PSNR· 2022-03-17
    33.78
    best: 37.25 (SAX-NeRF)
    SOTA
    TensoRF: Tensorial Radiance FieldsarXiv:2203.09517
  • X-RayonX3D
    SSIM· 2022-03-17
    0.9387
    best: 0.9753 (SAX-NeRF)
    TensoRF: Tensorial Radiance FieldsarXiv:2203.09517