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Models/Inductive NodePiece

Inductive NodePiece

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

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

Graphs14 results

  • Link PredictiononILPC22-Large
    Hits@1· 2022-03-03
    0.0373
    SOTA
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    AMRI· 2022-03-03
    0.666
    best: 0.73 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@1· 2022-03-03
    0.007
    best: 0.0763 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@10· 2022-03-03
    0.0917
    best: 0.2509 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@100· 2022-03-03
    0.4678
    best: 0.4705 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@3· 2022-03-03
    0.0219
    best: 0.1396 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    Hits@5· 2022-03-03
    0.05
    best: 0.1899 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Small
    MRR· 2022-03-03
    0.0381
    best: 0.1326 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    AMRI· 2022-03-03
    0.646
    best: 0.682 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    Hits@10· 2022-03-03
    0.1246
    best: 0.1458 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    Hits@100· 2022-03-03
    0.287
    best: 0.374 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    Hits@3· 2022-03-03
    0.0542
    best: 0.073 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    Hits@5· 2022-03-03
    0.0809
    best: 0.099 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520
  • Link PredictiononILPC22-Large
    MRR· 2022-03-03
    0.0651
    best: 0.0705 (Inductive NodePiece + GNN)
    An Open Challenge for Inductive Link Prediction on Knowledge GraphsarXiv:2203.01520