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Models/LogicENN

LogicENN

Reported on 8 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.

Graphs8 results

  • Link Predictionon FB15k
    Hits@10· 2019-08-20
    0.874
    best: 0.914 (AutoKGE)
    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical RulesarXiv:1908.07141
  • Link Predictionon FB15k
    MR· 2019-08-20
    112
    best: 2501 (Inverse Model)
    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical RulesarXiv:1908.07141
  • Link Predictionon FB15k
    MRR· 2019-08-20
    0.766
    best: 0.861 (AutoKGE)
    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical RulesarXiv:1908.07141
  • Link PredictiononWN18
    Hits@10· 2019-08-20
    0.948
    best: 0.964 (Inverse Model)
    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical RulesarXiv:1908.07141
  • Link PredictiononWN18
    MR· 2019-08-20
    357
    best: 1072 (ComplEx NSCaching)
    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical RulesarXiv:1908.07141
  • Link PredictiononWN18
    MRR· 2019-08-20
    0.923
    best: 0.963 (Inverse Model)
    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical RulesarXiv:1908.07141
  • Link PredictiononFB15k-237
    Hits@10· 2019-08-20
    0.473
    best: 0.599 (NBFNet)
    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical RulesarXiv:1908.07141
  • Link PredictiononFB15k-237
    MR· 2019-08-20
    424
    best: 7030 (Inverse Model)
    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical RulesarXiv:1908.07141