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Models/DRUM (T=3)

DRUM (T=3)

Reported on 8 benchmarks across 1 task · 1 paper · 1 SOTA

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

Graphs8 results

  • Link PredictiononWN18RR
    Hits@3· 2019-10-31
    0.513
    best: 0.792 (MoCoKGC)
    SOTA
    DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsarXiv:1911.00055
  • Link PredictiononWN18RR
    Hits@1· 2019-10-31
    0.425
    best: 0.665 (MoCoKGC)
    DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsarXiv:1911.00055
  • Link PredictiononWN18RR
    Hits@10· 2019-10-31
    0.586
    best: 0.881 (MoCoKGC)
    DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsarXiv:1911.00055
  • Link PredictiononWN18RR
    MRR· 2019-10-31
    0.486
    best: 0.742 (MoCoKGC)
    DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsarXiv:1911.00055
  • Link PredictiononFB15k-237
    Hits@1· 2019-10-31
    0.255
    best: 0.321 (NBFNet)
    DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsarXiv:1911.00055
  • Link PredictiononFB15k-237
    Hits@10· 2019-10-31
    0.516
    best: 0.599 (NBFNet)
    DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsarXiv:1911.00055
  • Link PredictiononFB15k-237
    Hits@3· 2019-10-31
    0.378
    best: 0.454 (NBFNet)
    DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsarXiv:1911.00055
  • Link PredictiononFB15k-237
    MRR· 2019-10-31
    0.343
    best: 0.415 (NBFNet)
    DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsarXiv:1911.00055