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Models/Structure-Aware Convolutional Networks

Structure-Aware Convolutional Networks

Reported on 8 benchmarks across 1 task · 1 paper · 5 SOTA

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

Graphs8 results

  • Link PredictiononWN18RR
    Hits@3· 2018-11-11
    0.48
    best: 0.792 (MoCoKGC)
    SOTA
    End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionarXiv:1811.04441
  • Link PredictiononFB15k-237
    Hits@1· 2018-11-11
    0.26
    best: 0.321 (NBFNet)
    SOTA
    End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionarXiv:1811.04441
  • Link PredictiononFB15k-237
    Hits@10· 2018-11-11
    0.54
    best: 0.599 (NBFNet)
    SOTA
    End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionarXiv:1811.04441
  • Link PredictiononFB15k-237
    Hits@3· 2018-11-11
    0.39
    best: 0.454 (NBFNet)
    SOTA
    End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionarXiv:1811.04441
  • Link PredictiononFB15k-237
    MRR· 2018-11-11
    0.35
    best: 0.415 (NBFNet)
    SOTA
    End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionarXiv:1811.04441
  • Link PredictiononWN18RR
    Hits@1· 2018-11-11
    0.43
    best: 0.665 (MoCoKGC)
    End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionarXiv:1811.04441
  • Link PredictiononWN18RR
    Hits@10· 2018-11-11
    0.54
    best: 0.881 (MoCoKGC)
    End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionarXiv:1811.04441
  • Link PredictiononWN18RR
    MRR· 2018-11-11
    0.47
    best: 0.742 (MoCoKGC)
    End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionarXiv:1811.04441