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Models/RR-GCN-PPV

RR-GCN-PPV

Reported on 13 benchmarks across 2 tasks · 1 paper · 5 SOTA

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

Graphs13 results

  • Node ClassificationonAMPLUS
    Accuracy· 2022-03-04
    84.54
    SOTA
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Node ClassificationonDBLP
    Accuracy· 2022-03-04
    70.61
    SOTA
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Node ClassificationonMUTAG
    Accuracy· 2022-03-04
    79.41
    best: 91.17 (BoP)
    SOTA
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Node ClassificationonDMGFULL
    Accuracy· 2022-03-04
    63.38
    SOTA
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Node ClassificationonDMG777K
    Accuracy· 2022-03-04
    63.97
    SOTA
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Link PredictiononFB15k-237
    Hits@1· 2022-03-04
    0.157
    best: 0.321 (NBFNet)
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Link PredictiononFB15k-237
    Hits@10· 2022-03-04
    0.412
    best: 0.599 (NBFNet)
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Link PredictiononFB15k-237
    Hits@3· 2022-03-04
    0.256
    best: 0.454 (NBFNet)
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Link PredictiononFB15k-237
    MRR· 2022-03-04
    0.238
    best: 0.415 (NBFNet)
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Node ClassificationonAIFB
    Accuracy· 2022-03-04
    86.11
    best: 95.83 (R-GCN)
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Node ClassificationonAM
    Accuracy· 2022-03-04
    84.65
    best: 92.41 (BoP)
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Node ClassificationonMDGENRE
    Accuracy· 2022-03-04
    67.15
    best: 67.33 (R-GCN)
    R-GCN: The R Could Stand for RandomarXiv:2203.02424
  • Node ClassificationonBGS
    Accuracy· 2022-03-04
    78.97
    best: 92.41 (SCENE)
    R-GCN: The R Could Stand for RandomarXiv:2203.02424