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/LSDM

LSDM

Reported on 15 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology6 results

  • 3D ReconstructiononPRO-teXt
    F1· 2023-10-24
    0.516
    SOTA
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 3DonPRO-teXt
    F1· 2023-10-24
    0.516
    SOTA
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 3D ReconstructiononPRO-teXt
    CD· 2023-10-24
    0.5365
    best: 2.1437 (SUMMON)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 3D ReconstructiononPRO-teXt
    CMD· 2023-10-24
    0.5906
    best: 1.414 (ATISS)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 3DonPRO-teXt
    CD· 2023-10-24
    0.5365
    best: 2.1437 (SUMMON)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 3DonPRO-teXt
    CMD· 2023-10-24
    0.5906
    best: 1.414 (ATISS)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948

Computer Vision6 results

  • Scene ParsingonPRO-teXt
    F1· 2023-10-24
    0.516
    SOTA
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 3D Semantic Scene CompletiononPRO-teXt
    F1· 2023-10-24
    0.516
    SOTA
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • Scene ParsingonPRO-teXt
    CD· 2023-10-24
    0.5365
    best: 2.1437 (SUMMON)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • Scene ParsingonPRO-teXt
    EMD· 2023-10-24
    0.5906
    best: 1.414 (ATISS)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 3D Semantic Scene CompletiononPRO-teXt
    CD· 2023-10-24
    0.5365
    best: 2.1437 (SUMMON)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 3D Semantic Scene CompletiononPRO-teXt
    CMD· 2023-10-24
    0.5906
    best: 1.414 (ATISS)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948

Audio3 results

  • 2D Semantic SegmentationonPRO-teXt
    F1· 2023-10-24
    0.516
    SOTA
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 2D Semantic SegmentationonPRO-teXt
    CD· 2023-10-24
    0.5365
    best: 2.1437 (SUMMON)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948
  • 2D Semantic SegmentationonPRO-teXt
    EMD· 2023-10-24
    0.5906
    best: 1.414 (ATISS)
    Language-driven Scene Synthesis using Multi-conditional Diffusion ModelarXiv:2310.15948