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Models/GNN-QE

GNN-QE

Reported on 108 benchmarks across 4 tasks · 1 paper · 88 SOTA

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

Knowledge Base54 results

  • Knowledge GraphsonFB15k
    MRR 2i· 2022-05-16
    0.797
    best: 0.803 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k
    MRR 2p· 2022-05-16
    0.693
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k
    MRR 2u· 2022-05-16
    0.741
    best: 0.767 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k
    MRR 3i· 2022-05-16
    0.835
    best: 0.836 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k
    MRR 3p· 2022-05-16
    0.587
    best: 0.588 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k
    MRR pi· 2022-05-16
    0.699
    best: 0.752 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k
    MRR up· 2022-05-16
    0.61
    best: 0.613 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonNELL-995
    MRR 2p· 2022-05-16
    0.189
    best: 0.241 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonNELL-995
    MRR 2u· 2022-05-16
    0.159
    best: 0.204 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonNELL-995
    MRR 3i· 2022-05-16
    0.525
    best: 0.526 (CQDA)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonNELL-995
    MRR 3p· 2022-05-16
    0.149
    best: 0.216 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonNELL-995
    MRR pi· 2022-05-16
    0.308
    best: 0.321 (CQDA)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonNELL-995
    MRR up· 2022-05-16
    0.126
    best: 0.179 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k-237
    MRR 1p· 2022-05-16
    0.428
    best: 0.49 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k-237
    MRR 2i· 2022-05-16
    0.383
    best: 0.431 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k-237
    MRR 2p· 2022-05-16
    0.147
    best: 0.214 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k-237
    MRR 2u· 2022-05-16
    0.162
    best: 0.227 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k-237
    MRR 3i· 2022-05-16
    0.541
    best: 0.568 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k-237
    MRR 3p· 2022-05-16
    0.118
    best: 0.212 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k-237
    MRR ip· 2022-05-16
    0.189
    best: 0.28 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k-237
    MRR pi· 2022-05-16
    0.311
    best: 0.381 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k-237
    MRR up· 2022-05-16
    0.134
    best: 0.214 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k
    MRR 2i· 2022-05-16
    0.797
    best: 0.803 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k
    MRR 2p· 2022-05-16
    0.693
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k
    MRR 2u· 2022-05-16
    0.741
    best: 0.767 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k
    MRR 3i· 2022-05-16
    0.835
    best: 0.836 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k
    MRR 3p· 2022-05-16
    0.587
    best: 0.588 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k
    MRR pi· 2022-05-16
    0.699
    best: 0.752 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k
    MRR up· 2022-05-16
    0.61
    best: 0.613 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononNELL-995
    MRR 2p· 2022-05-16
    0.189
    best: 0.241 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononNELL-995
    MRR 2u· 2022-05-16
    0.159
    best: 0.204 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononNELL-995
    MRR 3i· 2022-05-16
    0.525
    best: 0.526 (CQDA)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononNELL-995
    MRR 3p· 2022-05-16
    0.149
    best: 0.216 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononNELL-995
    MRR pi· 2022-05-16
    0.308
    best: 0.321 (CQDA)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononNELL-995
    MRR up· 2022-05-16
    0.126
    best: 0.179 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k-237
    MRR 1p· 2022-05-16
    0.428
    best: 0.49 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k-237
    MRR 2i· 2022-05-16
    0.383
    best: 0.431 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k-237
    MRR 2p· 2022-05-16
    0.147
    best: 0.214 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k-237
    MRR 2u· 2022-05-16
    0.162
    best: 0.227 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k-237
    MRR 3i· 2022-05-16
    0.541
    best: 0.568 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k-237
    MRR 3p· 2022-05-16
    0.118
    best: 0.212 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k-237
    MRR ip· 2022-05-16
    0.189
    best: 0.28 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k-237
    MRR pi· 2022-05-16
    0.311
    best: 0.381 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k-237
    MRR up· 2022-05-16
    0.134
    best: 0.214 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k
    MRR 1p· 2022-05-16
    0.885
    best: 0.895 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonFB15k
    MRR ip· 2022-05-16
    0.704
    best: 0.74 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonNELL-995
    MRR 1p· 2022-05-16
    0.533
    best: 0.607 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonNELL-995
    MRR 2i· 2022-05-16
    0.424
    best: 0.436 (CQD)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge GraphsonNELL-995
    MRR ip· 2022-05-16
    0.189
    best: 0.265 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k
    MRR 1p· 2022-05-16
    0.885
    best: 0.895 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononFB15k
    MRR ip· 2022-05-16
    0.704
    best: 0.74 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononNELL-995
    MRR 1p· 2022-05-16
    0.533
    best: 0.607 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononNELL-995
    MRR 2i· 2022-05-16
    0.424
    best: 0.436 (CQD)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Knowledge Graph CompletiononNELL-995
    MRR ip· 2022-05-16
    0.189
    best: 0.265 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128

Methodology27 results

  • Large Language ModelonFB15k
    MRR 2i· 2022-05-16
    0.797
    best: 0.803 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k
    MRR 2p· 2022-05-16
    0.693
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k
    MRR 2u· 2022-05-16
    0.741
    best: 0.767 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k
    MRR 3i· 2022-05-16
    0.835
    best: 0.836 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k
    MRR 3p· 2022-05-16
    0.587
    best: 0.588 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k
    MRR pi· 2022-05-16
    0.699
    best: 0.752 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k
    MRR up· 2022-05-16
    0.61
    best: 0.613 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonNELL-995
    MRR 2p· 2022-05-16
    0.189
    best: 0.241 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonNELL-995
    MRR 2u· 2022-05-16
    0.159
    best: 0.204 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonNELL-995
    MRR 3i· 2022-05-16
    0.525
    best: 0.526 (CQDA)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonNELL-995
    MRR 3p· 2022-05-16
    0.149
    best: 0.216 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonNELL-995
    MRR pi· 2022-05-16
    0.308
    best: 0.321 (CQDA)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonNELL-995
    MRR up· 2022-05-16
    0.126
    best: 0.179 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k-237
    MRR 1p· 2022-05-16
    0.428
    best: 0.49 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k-237
    MRR 2i· 2022-05-16
    0.383
    best: 0.431 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k-237
    MRR 2p· 2022-05-16
    0.147
    best: 0.214 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k-237
    MRR 2u· 2022-05-16
    0.162
    best: 0.227 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k-237
    MRR 3i· 2022-05-16
    0.541
    best: 0.568 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k-237
    MRR 3p· 2022-05-16
    0.118
    best: 0.212 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k-237
    MRR ip· 2022-05-16
    0.189
    best: 0.28 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k-237
    MRR pi· 2022-05-16
    0.311
    best: 0.381 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k-237
    MRR up· 2022-05-16
    0.134
    best: 0.214 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k
    MRR 1p· 2022-05-16
    0.885
    best: 0.895 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonFB15k
    MRR ip· 2022-05-16
    0.704
    best: 0.74 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonNELL-995
    MRR 1p· 2022-05-16
    0.533
    best: 0.607 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonNELL-995
    MRR 2i· 2022-05-16
    0.424
    best: 0.436 (CQD)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Large Language ModelonNELL-995
    MRR ip· 2022-05-16
    0.189
    best: 0.265 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128

Natural Language Processing27 results

  • Inductive knowledge graph completiononFB15k
    MRR 2i· 2022-05-16
    0.797
    best: 0.803 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k
    MRR 2p· 2022-05-16
    0.693
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k
    MRR 2u· 2022-05-16
    0.741
    best: 0.767 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k
    MRR 3i· 2022-05-16
    0.835
    best: 0.836 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k
    MRR 3p· 2022-05-16
    0.587
    best: 0.588 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k
    MRR pi· 2022-05-16
    0.699
    best: 0.752 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k
    MRR up· 2022-05-16
    0.61
    best: 0.613 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononNELL-995
    MRR 2p· 2022-05-16
    0.189
    best: 0.241 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononNELL-995
    MRR 2u· 2022-05-16
    0.159
    best: 0.204 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononNELL-995
    MRR 3i· 2022-05-16
    0.525
    best: 0.526 (CQDA)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononNELL-995
    MRR 3p· 2022-05-16
    0.149
    best: 0.216 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononNELL-995
    MRR pi· 2022-05-16
    0.308
    best: 0.321 (CQDA)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononNELL-995
    MRR up· 2022-05-16
    0.126
    best: 0.179 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k-237
    MRR 1p· 2022-05-16
    0.428
    best: 0.49 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k-237
    MRR 2i· 2022-05-16
    0.383
    best: 0.431 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k-237
    MRR 2p· 2022-05-16
    0.147
    best: 0.214 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k-237
    MRR 2u· 2022-05-16
    0.162
    best: 0.227 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k-237
    MRR 3i· 2022-05-16
    0.541
    best: 0.568 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k-237
    MRR 3p· 2022-05-16
    0.118
    best: 0.212 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k-237
    MRR ip· 2022-05-16
    0.189
    best: 0.28 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k-237
    MRR pi· 2022-05-16
    0.311
    best: 0.381 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k-237
    MRR up· 2022-05-16
    0.134
    best: 0.214 (QTO)
    SOTA
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k
    MRR 1p· 2022-05-16
    0.885
    best: 0.895 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononFB15k
    MRR ip· 2022-05-16
    0.704
    best: 0.74 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononNELL-995
    MRR 1p· 2022-05-16
    0.533
    best: 0.607 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononNELL-995
    MRR 2i· 2022-05-16
    0.424
    best: 0.436 (CQD)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128
  • Inductive knowledge graph completiononNELL-995
    MRR ip· 2022-05-16
    0.189
    best: 0.265 (QTO)
    Neural-Symbolic Models for Logical Queries on Knowledge GraphsarXiv:2205.10128