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BM-MN dataset and benchmarks · SOTA2 Research

Research Datasets

BM-MN

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

BM-MN

0.996AUPRC

20

Node Anomaly Detection

BM-MN

99.2F1-macro

12

Node Anomaly Detection

BM-MN

99.75AUROC

12

Graph Anomaly Detection

BM-MN

95.46F1-macro

10

Graph Anomaly Detection

BM-MN

98.79AUROC

10

Graph Anomaly Detection

BM-MN

99.32AUPRC

10

Graph Anomaly Detection

BM-MN G->N

87.63AUROC

4

Graph Anomaly Detection

BM-MN N->G

94.39AUROC

4

Graph-to-Node Transfer

BM-MN

83.88F1-macro

4

Node-to-Graph Transfer

BM-MN

53.43F1-macro

4

Popular tasks

Graph Anomaly Detection Node Anomaly Detection Anomaly Detection Node-to-Graph Transfer Graph-to-Node Transfer

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