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Models/Inductive NodePiece + GNN

Inductive NodePiece + GNN

Reported on 14 benchmarks across 1 task · 1 paper · 13 SOTA

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

Graphs14 results

  • Link PredictiononILPC22-Small
    AMRI· 2022-03-03
    0.73
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@1· 2022-03-03
    0.0763
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@10· 2022-03-03
    0.2509
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@100· 2022-03-03
    0.4705
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@3· 2022-03-03
    0.1396
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@5· 2022-03-03
    0.1899
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    MRR· 2022-03-03
    0.1326
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    AMRI· 2022-03-03
    0.682
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    Hits@10· 2022-03-03
    0.1458
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    Hits@100· 2022-03-03
    0.374
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    Hits@3· 2022-03-03
    0.073
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    Hits@5· 2022-03-03
    0.099
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    MRR· 2022-03-03
    0.0705
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    Hits@1· 2022-03-03
    0.0319
    best: 0.0373 (Inductive NodePiece)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520