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Models/MLMLM

MLMLM

Reported on 10 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.

Graphs10 results

  • Link PredictiononWN18RR
    Hits@3· 2020-09-15
    0.5418
    best: 0.792 (MoCoKGC)
    SOTA
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058
  • Link PredictiononWN18RR
    Hits@1· 2020-09-15
    0.4391
    best: 0.665 (MoCoKGC)
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058
  • Link PredictiononWN18RR
    Hits@10· 2020-09-15
    0.611
    best: 0.881 (MoCoKGC)
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058
  • Link PredictiononWN18RR
    MR· 2020-09-15
    1603
    best: 13526 (Inverse Model)
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058
  • Link PredictiononWN18RR
    MRR· 2020-09-15
    0.5017
    best: 0.742 (MoCoKGC)
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058
  • Link PredictiononFB15k-237
    Hits@1· 2020-09-15
    0.1871
    best: 0.321 (NBFNet)
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058
  • Link PredictiononFB15k-237
    Hits@10· 2020-09-15
    0.4026
    best: 0.599 (NBFNet)
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058
  • Link PredictiononFB15k-237
    Hits@3· 2020-09-15
    0.282
    best: 0.454 (NBFNet)
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058
  • Link PredictiononFB15k-237
    MR· 2020-09-15
    411
    best: 7030 (Inverse Model)
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058
  • Link PredictiononFB15k-237
    MRR· 2020-09-15
    0.2591
    best: 0.415 (NBFNet)
    MLMLM: Link Prediction with Mean Likelihood Masked Language ModelarXiv:2009.07058