TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/ARGE

ARGE

Reported on 12 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Graphs12 results

  • Link PredictiononCiteseer
    AP· 2018-02-13
    93
    best: 99.5 (NESS)
    SOTA
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Link PredictiononCiteseer
    AUC· 2018-02-13
    91.9
    best: 99.43 (NESS)
    SOTA
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCora
    ACC· 2018-02-13
    64
    best: 76.7 (R-GMM-VGAE)
    SOTA
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCora
    Precision· 2018-02-13
    64.6
    SOTA
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCiteseer
    ACC· 2018-02-13
    57.3
    best: 70.5 (R-DGAE)
    SOTA
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCiteseer
    ARI· 2018-02-13
    34.1
    best: 47.1 (R-DGAE)
    SOTA
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCiteseer
    F1· 2018-02-13
    54.6
    best: 64.7 (DAEGC+GSCAN†)
    SOTA
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCiteseer
    Precision· 2018-02-13
    57.3
    SOTA
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCora
    ARI· 2018-02-13
    35.2
    best: 57.9 (R-GMM-VGAE)
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCora
    F1· 2018-02-13
    61.9
    best: 71.7 (DAEGC+GSCAN†)
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCora
    NMI· 2018-02-13
    0.449
    best: 57.3 (R-GMM-VGAE)
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407
  • Graph ClusteringonCiteseer
    NMI· 2018-02-13
    0.35
    best: 45 (R-DGAE)
    Adversarially Regularized Graph Autoencoder for Graph EmbeddingarXiv:1802.04407