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Models/Rot-Pro

Rot-Pro

Reported on 13 benchmarks across 2 tasks · 1 paper

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

Graphs13 results

  • Link PredictiononYAGO3-10
    Hits@1· 2021-10-27
    0.443
    best: 0.514 (MEIM)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononYAGO3-10
    Hits@10· 2021-10-27
    0.699
    best: 0.716 (MEIM)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononYAGO3-10
    Hits@3· 2021-10-27
    0.596
    best: 0.625 (MEIM)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononYAGO3-10
    MRR· 2021-10-27
    0.542
    best: 0.585 (MEIM)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononWN18RR
    Hits@1· 2021-10-27
    0.397
    best: 0.665 (MoCoKGC)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononWN18RR
    Hits@10· 2021-10-27
    0.577
    best: 0.881 (MoCoKGC)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononWN18RR
    Hits@3· 2021-10-27
    0.482
    best: 0.792 (MoCoKGC)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononWN18RR
    MRR· 2021-10-27
    0.457
    best: 0.742 (MoCoKGC)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononFB15k-237
    Hits@1· 2021-10-27
    0.246
    best: 0.321 (NBFNet)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononFB15k-237
    Hits@10· 2021-10-27
    0.54
    best: 0.599 (NBFNet)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononFB15k-237
    Hits@3· 2021-10-27
    0.383
    best: 0.454 (NBFNet)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link PredictiononFB15k-237
    MRR· 2021-10-27
    0.344
    best: 0.415 (NBFNet)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450
  • Link Property Predictiononogbl-wikikg2
    Number of params· 2021-10-27
    1000669602
    best: 2176767622 (RelEns)
    Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingarXiv:2110.14450