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Models/Self-Organizing Gaussians

Self-Organizing Gaussians

Reported on 15 benchmarks across 1 task · 1 paper · 11 SOTA

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

Computer Vision15 results

  • Novel View SynthesisonMip-NeRF 360
    SSIM· 2023-12-19
    0.864
    best: Infinity (Li Auto Inc.)
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonMip-NeRF 360
    Size (MB)· 2023-12-19
    40.3
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonDeep Blending
    LPIPS· 2023-12-19
    0.258
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonDeep Blending
    PSNR· 2023-12-19
    30.35
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonDeep Blending
    SSIM· 2023-12-19
    0.909
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonDeep Blending
    Size (MB)· 2023-12-19
    16.8
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonNeRF
    LPIPS· 2023-12-19
    0.031
    best: 0.028 (Deformable Beta Splatting)
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonNeRF
    PSNR· 2023-12-19
    33.7
    best: 34.66 (Deformable Beta Splatting)
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonNeRF
    SSIM· 2023-12-19
    0.969
    best: 0.973 (Deformable Beta Splatting)
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonNeRF
    Size (MB)· 2023-12-19
    4.1
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonTanks and Temples
    Size (MB)· 2023-12-19
    21.4
    SOTA
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonMip-NeRF 360
    LPIPS· 2023-12-19
    0.22
    best: 0.171 (MVGS)
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonMip-NeRF 360
    PSNR· 2023-12-19
    27.64
    best: Infinity (Li Auto Inc.)
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonTanks and Temples
    LPIPS· 2023-12-19
    0.208
    best: 0.177 (HAC 3DGS)
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299
  • Novel View SynthesisonTanks and Temples
    PSNR· 2023-12-19
    25.63
    best: 29.24 (TensoRF + NeRFLiX++)
    Compact 3D Scene Representation via Self-Organizing Gaussian GridsarXiv:2312.13299