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Models/BetaE

BetaE

Reported on 108 benchmarks across 4 tasks · 1 paper · 76 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· 2020-10-22
    0.558
    best: 0.803 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k
    MRR 2p· 2020-10-22
    0.257
    best: 0.693 (GNN-QE)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k
    MRR 2u· 2020-10-22
    0.401
    best: 0.767 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k
    MRR 3p· 2020-10-22
    0.247
    best: 0.588 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k
    MRR ip· 2020-10-22
    0.281
    best: 0.74 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k
    MRR pi· 2020-10-22
    0.439
    best: 0.752 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k
    MRR up· 2020-10-22
    0.252
    best: 0.613 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonNELL-995
    MRR 1p· 2020-10-22
    0.53
    best: 0.607 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonNELL-995
    MRR 2i· 2020-10-22
    0.376
    best: 0.436 (CQD)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonNELL-995
    MRR 2u· 2020-10-22
    0.122
    best: 0.204 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonNELL-995
    MRR 3i· 2020-10-22
    0.475
    best: 0.526 (CQDA)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonNELL-995
    MRR 3p· 2020-10-22
    0.114
    best: 0.216 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonNELL-995
    MRR pi· 2020-10-22
    0.241
    best: 0.321 (CQDA)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k-237
    MRR 2p· 2020-10-22
    0.109
    best: 0.214 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k-237
    MRR 2u· 2020-10-22
    0.124
    best: 0.227 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k-237
    MRR 3i· 2020-10-22
    0.425
    best: 0.568 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k-237
    MRR 3p· 2020-10-22
    0.1
    best: 0.212 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k-237
    MRR pi· 2020-10-22
    0.224
    best: 0.381 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k-237
    MRR up· 2020-10-22
    0.097
    best: 0.214 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k
    MRR 2i· 2020-10-22
    0.558
    best: 0.803 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k
    MRR 2p· 2020-10-22
    0.257
    best: 0.693 (GNN-QE)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k
    MRR 2u· 2020-10-22
    0.401
    best: 0.767 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k
    MRR 3p· 2020-10-22
    0.247
    best: 0.588 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k
    MRR ip· 2020-10-22
    0.281
    best: 0.74 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k
    MRR pi· 2020-10-22
    0.439
    best: 0.752 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k
    MRR up· 2020-10-22
    0.252
    best: 0.613 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononNELL-995
    MRR 1p· 2020-10-22
    0.53
    best: 0.607 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononNELL-995
    MRR 2i· 2020-10-22
    0.376
    best: 0.436 (CQD)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononNELL-995
    MRR 2u· 2020-10-22
    0.122
    best: 0.204 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononNELL-995
    MRR 3i· 2020-10-22
    0.475
    best: 0.526 (CQDA)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononNELL-995
    MRR 3p· 2020-10-22
    0.114
    best: 0.216 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononNELL-995
    MRR pi· 2020-10-22
    0.241
    best: 0.321 (CQDA)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k-237
    MRR 2p· 2020-10-22
    0.109
    best: 0.214 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k-237
    MRR 2u· 2020-10-22
    0.124
    best: 0.227 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k-237
    MRR 3i· 2020-10-22
    0.425
    best: 0.568 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k-237
    MRR 3p· 2020-10-22
    0.1
    best: 0.212 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k-237
    MRR pi· 2020-10-22
    0.224
    best: 0.381 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k-237
    MRR up· 2020-10-22
    0.097
    best: 0.214 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k
    MRR 1p· 2020-10-22
    0.651
    best: 0.895 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k
    MRR 3i· 2020-10-22
    0.665
    best: 0.836 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonNELL-995
    MRR 2p· 2020-10-22
    0.13
    best: 0.241 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonNELL-995
    MRR ip· 2020-10-22
    0.143
    best: 0.265 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonNELL-995
    MRR up· 2020-10-22
    0.085
    best: 0.179 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k-237
    MRR 1p· 2020-10-22
    0.39
    best: 0.49 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k-237
    MRR 2i· 2020-10-22
    0.288
    best: 0.431 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge GraphsonFB15k-237
    MRR ip· 2020-10-22
    0.126
    best: 0.28 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k
    MRR 1p· 2020-10-22
    0.651
    best: 0.895 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k
    MRR 3i· 2020-10-22
    0.665
    best: 0.836 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononNELL-995
    MRR 2p· 2020-10-22
    0.13
    best: 0.241 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononNELL-995
    MRR ip· 2020-10-22
    0.143
    best: 0.265 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononNELL-995
    MRR up· 2020-10-22
    0.085
    best: 0.179 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k-237
    MRR 1p· 2020-10-22
    0.39
    best: 0.49 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k-237
    MRR 2i· 2020-10-22
    0.288
    best: 0.431 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Knowledge Graph CompletiononFB15k-237
    MRR ip· 2020-10-22
    0.126
    best: 0.28 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465

Methodology27 results

  • Large Language ModelonFB15k
    MRR 2i· 2020-10-22
    0.558
    best: 0.803 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k
    MRR 2p· 2020-10-22
    0.257
    best: 0.693 (GNN-QE)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k
    MRR 2u· 2020-10-22
    0.401
    best: 0.767 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k
    MRR 3p· 2020-10-22
    0.247
    best: 0.588 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k
    MRR ip· 2020-10-22
    0.281
    best: 0.74 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k
    MRR pi· 2020-10-22
    0.439
    best: 0.752 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k
    MRR up· 2020-10-22
    0.252
    best: 0.613 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonNELL-995
    MRR 1p· 2020-10-22
    0.53
    best: 0.607 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonNELL-995
    MRR 2i· 2020-10-22
    0.376
    best: 0.436 (CQD)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonNELL-995
    MRR 2u· 2020-10-22
    0.122
    best: 0.204 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonNELL-995
    MRR 3i· 2020-10-22
    0.475
    best: 0.526 (CQDA)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonNELL-995
    MRR 3p· 2020-10-22
    0.114
    best: 0.216 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonNELL-995
    MRR pi· 2020-10-22
    0.241
    best: 0.321 (CQDA)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k-237
    MRR 2p· 2020-10-22
    0.109
    best: 0.214 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k-237
    MRR 2u· 2020-10-22
    0.124
    best: 0.227 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k-237
    MRR 3i· 2020-10-22
    0.425
    best: 0.568 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k-237
    MRR 3p· 2020-10-22
    0.1
    best: 0.212 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k-237
    MRR pi· 2020-10-22
    0.224
    best: 0.381 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k-237
    MRR up· 2020-10-22
    0.097
    best: 0.214 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k
    MRR 1p· 2020-10-22
    0.651
    best: 0.895 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k
    MRR 3i· 2020-10-22
    0.665
    best: 0.836 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonNELL-995
    MRR 2p· 2020-10-22
    0.13
    best: 0.241 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonNELL-995
    MRR ip· 2020-10-22
    0.143
    best: 0.265 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonNELL-995
    MRR up· 2020-10-22
    0.085
    best: 0.179 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k-237
    MRR 1p· 2020-10-22
    0.39
    best: 0.49 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k-237
    MRR 2i· 2020-10-22
    0.288
    best: 0.431 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Large Language ModelonFB15k-237
    MRR ip· 2020-10-22
    0.126
    best: 0.28 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465

Natural Language Processing27 results

  • Inductive knowledge graph completiononFB15k
    MRR 2i· 2020-10-22
    0.558
    best: 0.803 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k
    MRR 2p· 2020-10-22
    0.257
    best: 0.693 (GNN-QE)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k
    MRR 2u· 2020-10-22
    0.401
    best: 0.767 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k
    MRR 3p· 2020-10-22
    0.247
    best: 0.588 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k
    MRR ip· 2020-10-22
    0.281
    best: 0.74 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k
    MRR pi· 2020-10-22
    0.439
    best: 0.752 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k
    MRR up· 2020-10-22
    0.252
    best: 0.613 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononNELL-995
    MRR 1p· 2020-10-22
    0.53
    best: 0.607 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononNELL-995
    MRR 2i· 2020-10-22
    0.376
    best: 0.436 (CQD)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononNELL-995
    MRR 2u· 2020-10-22
    0.122
    best: 0.204 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononNELL-995
    MRR 3i· 2020-10-22
    0.475
    best: 0.526 (CQDA)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononNELL-995
    MRR 3p· 2020-10-22
    0.114
    best: 0.216 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononNELL-995
    MRR pi· 2020-10-22
    0.241
    best: 0.321 (CQDA)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k-237
    MRR 2p· 2020-10-22
    0.109
    best: 0.214 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k-237
    MRR 2u· 2020-10-22
    0.124
    best: 0.227 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k-237
    MRR 3i· 2020-10-22
    0.425
    best: 0.568 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k-237
    MRR 3p· 2020-10-22
    0.1
    best: 0.212 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k-237
    MRR pi· 2020-10-22
    0.224
    best: 0.381 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k-237
    MRR up· 2020-10-22
    0.097
    best: 0.214 (QTO)
    SOTA
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k
    MRR 1p· 2020-10-22
    0.651
    best: 0.895 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k
    MRR 3i· 2020-10-22
    0.665
    best: 0.836 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononNELL-995
    MRR 2p· 2020-10-22
    0.13
    best: 0.241 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononNELL-995
    MRR ip· 2020-10-22
    0.143
    best: 0.265 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononNELL-995
    MRR up· 2020-10-22
    0.085
    best: 0.179 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k-237
    MRR 1p· 2020-10-22
    0.39
    best: 0.49 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k-237
    MRR 2i· 2020-10-22
    0.288
    best: 0.431 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465
  • Inductive knowledge graph completiononFB15k-237
    MRR ip· 2020-10-22
    0.126
    best: 0.28 (QTO)
    Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge GraphsarXiv:2010.11465