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Models/HypER

HypER

Reported on 17 benchmarks across 1 task · 1 paper · 10 SOTA

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

Graphs17 results

  • Link Predictionon FB15k
    Hits@1· 2018-08-21
    0.734
    best: 0.8 (QuatE)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link Predictionon FB15k
    Hits@10· 2018-08-21
    0.885
    best: 0.914 (AutoKGE)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link Predictionon FB15k
    Hits@3· 2018-08-21
    0.829
    best: 0.859 (QuatE)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link Predictionon FB15k
    MRR· 2018-08-21
    0.79
    best: 0.861 (AutoKGE)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononWN18RR
    Hits@1· 2018-08-21
    0.436
    best: 0.665 (MoCoKGC)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononWN18RR
    Hits@3· 2018-08-21
    0.477
    best: 0.792 (MoCoKGC)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononFB15k-237
    Hits@1· 2018-08-21
    0.252
    best: 0.321 (NBFNet)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononFB15k-237
    Hits@10· 2018-08-21
    0.52
    best: 0.599 (NBFNet)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononFB15k-237
    Hits@3· 2018-08-21
    0.376
    best: 0.454 (NBFNet)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononFB15k-237
    MRR· 2018-08-21
    0.341
    best: 0.415 (NBFNet)
    SOTA
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononWN18RR
    Hits@10· 2018-08-21
    0.522
    best: 0.881 (MoCoKGC)
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononWN18RR
    MR· 2018-08-21
    5796
    best: 13526 (Inverse Model)
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononWN18RR
    MRR· 2018-08-21
    0.465
    best: 0.742 (MoCoKGC)
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononWN18
    Hits@1· 2018-08-21
    0.947
    best: 0.953 (Inverse Model)
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononWN18
    Hits@10· 2018-08-21
    0.958
    best: 0.964 (Inverse Model)
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononWN18
    Hits@3· 2018-08-21
    0.955
    best: 0.964 (Inverse Model)
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018
  • Link PredictiononWN18
    MRR· 2018-08-21
    0.951
    best: 0.963 (Inverse Model)
    Hypernetwork Knowledge Graph EmbeddingsarXiv:1808.07018