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Models/DensE

DensE

Reported on 19 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.

Graphs19 results

  • Link PredictiononYAGO3-10
    Hits@1· 2020-08-11
    0.465
    best: 0.514 (MEIM)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononYAGO3-10
    Hits@10· 2020-08-11
    0.678
    best: 0.716 (MEIM)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononYAGO3-10
    Hits@3· 2020-08-11
    0.585
    best: 0.625 (MEIM)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononYAGO3-10
    MRR· 2020-08-11
    0.541
    best: 0.585 (MEIM)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18RR
    Hits@1· 2020-08-11
    0.443
    best: 0.665 (MoCoKGC)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18RR
    Hits@10· 2020-08-11
    0.579
    best: 0.881 (MoCoKGC)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18RR
    Hits@3· 2020-08-11
    0.508
    best: 0.792 (MoCoKGC)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18RR
    MR· 2020-08-11
    3052
    best: 13526 (Inverse Model)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18RR
    MRR· 2020-08-11
    0.491
    best: 0.742 (MoCoKGC)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18
    Hits@1· 2020-08-11
    0.945
    best: 0.953 (Inverse Model)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18
    Hits@10· 2020-08-11
    0.959
    best: 0.964 (Inverse Model)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18
    Hits@3· 2020-08-11
    0.954
    best: 0.964 (Inverse Model)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18
    MR· 2020-08-11
    285
    best: 1072 (ComplEx NSCaching)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononWN18
    MRR· 2020-08-11
    0.95
    best: 0.963 (Inverse Model)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononFB15k-237
    Hits@1· 2020-08-11
    0.256
    best: 0.321 (NBFNet)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononFB15k-237
    Hits@10· 2020-08-11
    0.535
    best: 0.599 (NBFNet)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononFB15k-237
    Hits@3· 2020-08-11
    0.384
    best: 0.454 (NBFNet)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononFB15k-237
    MR· 2020-08-11
    169
    best: 7030 (Inverse Model)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548
  • Link PredictiononFB15k-237
    MRR· 2020-08-11
    0.349
    best: 0.415 (NBFNet)
    DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyarXiv:2008.04548