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Models/NQE

NQE

Reported on 12 benchmarks across 4 tasks · 1 paper · 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 GraphsonWD50K-QE
    AVGp-MRR· 2022-11-24
    0.7584
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469
  • Knowledge GraphsonWD50K-NFOL
    AVGn-MRR· 2022-11-24
    0.1406
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469
  • Knowledge GraphsonWD50K-NFOL
    AVGp-MRR· 2022-11-24
    0.3687
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469
  • Knowledge Graph CompletiononWD50K-QE
    AVGp-MRR· 2022-11-24
    0.7584
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469
  • Knowledge Graph CompletiononWD50K-NFOL
    AVGn-MRR· 2022-11-24
    0.1406
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469
  • Knowledge Graph CompletiononWD50K-NFOL
    AVGp-MRR· 2022-11-24
    0.3687
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469

Methodology3 results

  • Large Language ModelonWD50K-QE
    AVGp-MRR· 2022-11-24
    0.7584
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469
  • Large Language ModelonWD50K-NFOL
    AVGn-MRR· 2022-11-24
    0.1406
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469
  • Large Language ModelonWD50K-NFOL
    AVGp-MRR· 2022-11-24
    0.3687
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469

Natural Language Processing3 results

  • Inductive knowledge graph completiononWD50K-QE
    AVGp-MRR· 2022-11-24
    0.7584
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469
  • Inductive knowledge graph completiononWD50K-NFOL
    AVGn-MRR· 2022-11-24
    0.1406
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469
  • Inductive knowledge graph completiononWD50K-NFOL
    AVGp-MRR· 2022-11-24
    0.3687
    SOTA
    NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge GraphsarXiv:2211.13469