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Models/CompGCN

CompGCN

Reported on 10 benchmarks across 1 task · 1 paper

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

Graphs10 results

  • Link PredictiononWN18RR
    Hits@1· 2019-11-08
    0.443
    best: 0.665 (MoCoKGC)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082
  • Link PredictiononWN18RR
    Hits@10· 2019-11-08
    0.546
    best: 0.881 (MoCoKGC)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082
  • Link PredictiononWN18RR
    Hits@3· 2019-11-08
    0.494
    best: 0.792 (MoCoKGC)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082
  • Link PredictiononWN18RR
    MR· 2019-11-08
    3533
    best: 13526 (Inverse Model)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082
  • Link PredictiononWN18RR
    MRR· 2019-11-08
    0.479
    best: 0.742 (MoCoKGC)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082
  • Link PredictiononFB15k-237
    Hits@1· 2019-11-08
    0.264
    best: 0.321 (NBFNet)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082
  • Link PredictiononFB15k-237
    Hits@10· 2019-11-08
    0.535
    best: 0.599 (NBFNet)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082
  • Link PredictiononFB15k-237
    Hits@3· 2019-11-08
    0.39
    best: 0.454 (NBFNet)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082
  • Link PredictiononFB15k-237
    MR· 2019-11-08
    197
    best: 7030 (Inverse Model)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082
  • Link PredictiononFB15k-237
    MRR· 2019-11-08
    0.355
    best: 0.415 (NBFNet)
    Composition-based Multi-Relational Graph Convolutional NetworksarXiv:1911.03082