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Models/GCN-Align

GCN-Align

Reported on 6 benchmarks across 2 tasks · 2 papers

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

Knowledge Base8 results

  • Data IntegrationonDBP15k zh-en
    Hits@1· 2020-01-27
    0.4125
    best: 0.973 (MEAformer)
    Deep Graph Matching ConsensusarXiv:2001.09621
  • Entity AlignmentonDBP15k zh-en
    Hits@1· 2020-01-27
    0.4125
    best: 0.973 (MEAformer)
    Deep Graph Matching ConsensusarXiv:2001.09621
  • Data IntegrationonDBP15k zh-en
    Hits@1· 2019-11-19
    0.433
    best: 0.973 (MEAformer)
    Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons LearnedarXiv:1911.08342
  • Entity AlignmentonDBP15k zh-en
    Hits@1· 2019-11-19
    0.433
    best: 0.973 (MEAformer)
    Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons LearnedarXiv:1911.08342
  • Data IntegrationonYAGO-WIKI50K
    Hit@1
    51.2
    best: 98.1 (DualMatch)
  • Data IntegrationonDICEWS-1K
    Hit@1
    20.4
    best: 95.3 (DualMatch)
  • Entity AlignmentonYAGO-WIKI50K
    Hit@1
    51.2
    best: 98.1 (DualMatch)
  • Entity AlignmentonDICEWS-1K
    Hit@1
    20.4
    best: 95.3 (DualMatch)