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Models/SE-GNN (ours)

SE-GNN (ours)

Reported on 10 benchmarks across 1 task · 1 paper

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

Graphs10 results

  • Link PredictiononWN18RR
    Hits@1· 2021-09-24
    0.446
    best: 0.665 (MoCoKGC)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800
  • Link PredictiononWN18RR
    Hits@10· 2021-09-24
    0.572
    best: 0.881 (MoCoKGC)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800
  • Link PredictiononWN18RR
    Hits@3· 2021-09-24
    0.509
    best: 0.792 (MoCoKGC)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800
  • Link PredictiononWN18RR
    MR· 2021-09-24
    3211
    best: 13526 (Inverse Model)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800
  • Link PredictiononWN18RR
    MRR· 2021-09-24
    0.484
    best: 0.742 (MoCoKGC)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800
  • Link PredictiononFB15k-237
    Hits@1· 2021-09-24
    0.271
    best: 0.321 (NBFNet)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800
  • Link PredictiononFB15k-237
    Hits@10· 2021-09-24
    0.549
    best: 0.599 (NBFNet)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800
  • Link PredictiononFB15k-237
    Hits@3· 2021-09-24
    0.399
    best: 0.454 (NBFNet)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800
  • Link PredictiononFB15k-237
    MR· 2021-09-24
    157
    best: 7030 (Inverse Model)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800
  • Link PredictiononFB15k-237
    MRR· 2021-09-24
    0.365
    best: 0.415 (NBFNet)
    How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewarXiv:2109.11800