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Models/HittER

HittER

Reported on 11 benchmarks across 1 task · 2 papers · 6 SOTA

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

Graphs11 results

  • Link PredictiononWN18RR
    Hits@1· 2020-08-28
    0.462
    best: 0.665 (MoCoKGC)
    SOTA
    HittER: Hierarchical Transformers for Knowledge Graph EmbeddingsarXiv:2008.12813
  • Link PredictiononWN18RR
    MRR· 2020-08-28
    0.503
    best: 0.742 (MoCoKGC)
    SOTA
    HittER: Hierarchical Transformers for Knowledge Graph EmbeddingsarXiv:2008.12813
  • Link PredictiononFB15k-237
    Hit@1· 2020-08-28
    0.279
    SOTA
    HittER: Hierarchical Transformers for Knowledge Graph EmbeddingsarXiv:2008.12813
  • Link PredictiononFB15k-237
    Hit@10· 2020-08-28
    0.558
    SOTA
    HittER: Hierarchical Transformers for Knowledge Graph EmbeddingsarXiv:2008.12813
  • Link PredictiononFB15k-237
    Hits@3· 2020-08-28
    0.409
    best: 0.454 (NBFNet)
    SOTA
    HittER: Hierarchical Transformers for Knowledge Graph EmbeddingsarXiv:2008.12813
  • Link PredictiononFB15k-237
    MRR· 2020-08-28
    0.373
    best: 0.415 (NBFNet)
    SOTA
    HittER: Hierarchical Transformers for Knowledge Graph EmbeddingsarXiv:2008.12813
  • Link PredictiononWikidata5M-SI
    0-shot MRR· 2023-10-18
    0.019
    best: 0.47 (KGT5 (descriptions))
    A Benchmark for Semi-Inductive Link Prediction in Knowledge GraphsarXiv:2310.11917
  • Link PredictiononWikidata5M-SI
    1-shot MRR· 2023-10-18
    0.105
    best: 0.42 (KGT5-context (descriptions))
    A Benchmark for Semi-Inductive Link Prediction in Knowledge GraphsarXiv:2310.11917
  • Link PredictiononWikidata5M-SI
    10-shot MRR· 2023-10-18
    0.221
    best: 0.437 (KGT5-context (descriptions))
    A Benchmark for Semi-Inductive Link Prediction in Knowledge GraphsarXiv:2310.11917
  • Link PredictiononWN18RR
    Hits@10· 2020-08-28
    0.584
    best: 0.881 (MoCoKGC)
    HittER: Hierarchical Transformers for Knowledge Graph EmbeddingsarXiv:2008.12813
  • Link PredictiononWN18RR
    Hits@3· 2020-08-28
    0.516
    best: 0.792 (MoCoKGC)
    HittER: Hierarchical Transformers for Knowledge Graph EmbeddingsarXiv:2008.12813