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Models/AlignKGC

AlignKGC

Reported on 12 benchmarks across 4 tasks · 2 papers · 12 SOTA

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

Knowledge Base6 results

  • Knowledge GraphsonDBP-5L (Greek)
    MRR· 2021-04-18
    69.4
    best: 71.7 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion with Joint Relation and Entity AlignmentarXiv:2104.08804
  • Knowledge Graph CompletiononDBP-5L (Greek)
    MRR· 2021-04-18
    69.4
    best: 71.7 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion with Joint Relation and Entity AlignmentarXiv:2104.08804
  • Knowledge GraphsonDBP-5L (English)
    MRR· 2020-10-07
    41.3
    best: 44.6 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion via Ensemble Knowledge TransferarXiv:2010.03158
  • Knowledge GraphsonDPB-5L (French)
    MRR· 2020-10-07
    59.5
    best: 64.5 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion via Ensemble Knowledge TransferarXiv:2010.03158
  • Knowledge Graph CompletiononDBP-5L (English)
    MRR· 2020-10-07
    41.3
    best: 44.6 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion via Ensemble Knowledge TransferarXiv:2010.03158
  • Knowledge Graph CompletiononDPB-5L (French)
    MRR· 2020-10-07
    59.5
    best: 64.5 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion via Ensemble Knowledge TransferarXiv:2010.03158

Methodology3 results

  • Large Language ModelonDBP-5L (Greek)
    MRR· 2021-04-18
    69.4
    best: 71.7 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion with Joint Relation and Entity AlignmentarXiv:2104.08804
  • Large Language ModelonDBP-5L (English)
    MRR· 2020-10-07
    41.3
    best: 44.6 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion via Ensemble Knowledge TransferarXiv:2010.03158
  • Large Language ModelonDPB-5L (French)
    MRR· 2020-10-07
    59.5
    best: 64.5 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion via Ensemble Knowledge TransferarXiv:2010.03158

Natural Language Processing3 results

  • Inductive knowledge graph completiononDBP-5L (Greek)
    MRR· 2021-04-18
    69.4
    best: 71.7 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion with Joint Relation and Entity AlignmentarXiv:2104.08804
  • Inductive knowledge graph completiononDBP-5L (English)
    MRR· 2020-10-07
    41.3
    best: 44.6 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion via Ensemble Knowledge TransferarXiv:2010.03158
  • Inductive knowledge graph completiononDPB-5L (French)
    MRR· 2020-10-07
    59.5
    best: 64.5 (JMAC)
    SOTA
    Multilingual Knowledge Graph Completion via Ensemble Knowledge TransferarXiv:2010.03158