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Papers Benchmarks Datasets Tasks

DGraph-Fin dataset and benchmarks · SOTA2 Research

Research Datasets

DGraph-Fin

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Graph Anomaly Detection

DGraph-Fin

2.6AUPRC

19

Graph Anomaly Detection

DGraph-Fin (test)

1.48AUPRC

10

Anomaly Detection

DGraph-Fin zero-shot (test)

54.47AUROC

10

Node Anomaly Detection

DGraph-Fin (Transductive)

76.26AUROC

5

Node Anomaly Detection

DGraph-Fin (Inductive)

0.762AUROC

5

Popular tasks

Graph Anomaly Detection Node Anomaly Detection Anomaly Detection

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