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/DiT-3D

DiT-3D

Reported on 11 benchmarks across 1 task · 1 paper · 6 SOTA

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

Computer Vision11 results

  • Point Cloud GenerationonShapeNet Car
    CD· 2023-07-04
    56.15
    SOTA
    DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape GenerationarXiv:2307.01831
  • Point Cloud GenerationonShapeNet Car
    EMD· 2023-07-04
    50.86
    SOTA
    DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape GenerationarXiv:2307.01831
  • Point Cloud GenerationonShapeNet Airplane
    CD· 2023-07-04
    53.16
    SOTA
    DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape GenerationarXiv:2307.01831
  • Point Cloud GenerationonShapeNet Airplane
    EMD· 2023-07-04
    54.39
    SOTA
    DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape GenerationarXiv:2307.01831
  • Point Cloud GenerationonShapeNet Chair
    CD· 2023-07-04
    54.76
    SOTA
    DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape GenerationarXiv:2307.01831
  • Point Cloud GenerationonShapeNet Chair
    EMD· 2023-07-04
    57.37
    SOTA
    DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape GenerationarXiv:2307.01831
  • Point Cloud GenerationonShapeNet Car
    1-NNA-CD· 2023-07-04
    51.04
    best: 62.63 (SoftPointFlow)
    DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape GenerationarXiv:2307.01831
  • Point Cloud GenerationonShapeNet Airplane
    1-NNA-CD· 2023-07-04
    62.35
    best: 75.68 (PointFlow)
    DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape GenerationarXiv:2307.01831
  • Point Cloud GenerationonShapeNet Chair
    1-NNA-CD· 2023-07-04
    51.99
    best: 60.88 (PointFlow)
    DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape GenerationarXiv:2307.01831
  • Point Cloud GenerationonShapeNet
    CD
    50.72
  • Point Cloud GenerationonShapeNet
    EMD
    48.35