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/Deep-CBN

Deep-CBN

Reported on 14 benchmarks across 2 tasks

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

Methodology7 results

  • Molecular Property Predictiononclintox
    ROC-AUC
    99.2
  • Molecular Property PredictiononHIV
    ROC-AUC
    97.3
  • Molecular Property PredictiononBBBP
    ROC-AUC
    75.8
    best: 96.4 (DumplingGNN)
  • Molecular Property PredictiononMUV
    ROC-AUC
    99.8
  • Molecular Property PredictiononSIDER
    ROC-AUC
    78.2
    best: 91.11 (BioAct-Het)
  • Molecular Property PredictiononTox21
    ROC-AUC
    92.4
  • Molecular Property PredictiononBACE
    ROC-AUC
    83.6
    best: 88.4 (MolXPT)

Medical7 results

  • Atomistic Descriptiononclintox
    ROC-AUC
    99.2
  • Atomistic DescriptiononHIV
    ROC-AUC
    97.3
  • Atomistic DescriptiononBBBP
    ROC-AUC
    75.8
    best: 96.4 (DumplingGNN)
  • Atomistic DescriptiononMUV
    ROC-AUC
    99.8
  • Atomistic DescriptiononSIDER
    ROC-AUC
    78.2
    best: 91.11 (BioAct-Het)
  • Atomistic DescriptiononTox21
    ROC-AUC
    92.4
  • Atomistic DescriptiononBACE
    ROC-AUC
    83.6
    best: 88.4 (MolXPT)