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Papers Benchmarks Datasets Tasks

BM-MS dataset and benchmarks · SOTA2 Research

Research Datasets

BM-MS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Node Anomaly Detection

BM-MS

99.57F1-macro

12

Node Anomaly Detection

BM-MS

99.6AUROC

12

Node Anomaly Detection

BM-MS

99.91AUPRC

12

Graph Anomaly Detection

BM-MS

95.86F1-macro

10

Graph Anomaly Detection

BM-MS

99.67AUROC

10

Graph Anomaly Detection

BM-MS

98.39AUPRC

10

Graph Anomaly Detection

BM-MS G->N

0.908AUROC

4

Graph Anomaly Detection

BM-MS N->G

81.49AUROC

4

Graph-to-Node Transfer

BM-MS

0.746F1-macro

4

Node-to-Graph Transfer

BM-MS

57.84F1-macro

4

Anomaly Detection

BM-MS

81.74AUPRC

4

Anomaly Detection

BM-MS

42.41AUPRC

4

Popular tasks

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

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