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Models/LEX-GNN

LEX-GNN

Reported on 18 benchmarks across 3 tasks

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

Miscellaneous8 results

  • Fraud DetectiononYelp-Fraud
    AUC-ROC
    96.4
  • Fraud DetectiononYelp-Fraud
    Averaged Precision
    83.56
  • Fraud DetectiononYelp-Fraud
    F1 Macro
    86.35
  • Fraud DetectiononYelp-Fraud
    G-mean
    84.91
  • Fraud DetectiononAmazon-Fraud
    AUC-ROC
    97.91
  • Fraud DetectiononAmazon-Fraud
    Averaged Precision
    92.18
  • Fraud DetectiononAmazon-Fraud
    F1 Macro
    93.48
  • Fraud DetectiononAmazon-Fraud
    G-mean
    92.03

Robots8 results

  • Active Speaker DetectiononYelp-Fraud
    AUC-ROC
    96.4
  • Active Speaker DetectiononYelp-Fraud
    Averaged Precision
    83.56
  • Active Speaker DetectiononYelp-Fraud
    F1 Macro
    86.35
  • Active Speaker DetectiononYelp-Fraud
    G-mean
    84.91
  • Active Speaker DetectiononAmazon-Fraud
    AUC-ROC
    97.91
  • Active Speaker DetectiononAmazon-Fraud
    Averaged Precision
    92.18
  • Active Speaker DetectiononAmazon-Fraud
    F1 Macro
    93.48
  • Active Speaker DetectiononAmazon-Fraud
    G-mean
    92.03

Graphs2 results

  • Node ClassificationonAmazon-Fraud
    AUC-ROC
    97.91
  • Node ClassificationonYelp-Fraud
    AUC-ROC
    96.4