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Graph Anomaly Detection research benchmarks – Page 7 · SOTA2 Research

Graph Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

88.53AUROC

4

Feb 26, 2026

72.79AUROC

4

Feb 26, 2026

79.26AUROC

4

Feb 26, 2026

62.85AUROC

4

Feb 26, 2026

0.908AUROC

4

Feb 26, 2026

81.49AUROC

4

Feb 26, 2026

87.63AUROC

4

Feb 26, 2026

94.39AUROC

4

Feb 26, 2026

Questions E → N v1

65.37AUROC

4

Feb 26, 2026

Questions N → E v1

0.71AUROC

4

Feb 26, 2026

Tolokers E → N v1

0.785AUROC

4

Feb 26, 2026

Tolokers N → E v1

74.04AUROC

4

Feb 26, 2026

Yelp E → N v1

84.08AUROC

4

Feb 26, 2026

Yelp N → E v1

75.56AUROC

4

Feb 26, 2026

Amazon E → N v1

96.41AUROC

4

Feb 26, 2026

Amazon N → E v1

82.64AUROC

4

Feb 26, 2026

Weibo E → N v1

0.986AUROC

4

Feb 26, 2026

Weibo N → E v1

98.31AUROC

4

Feb 26, 2026

Reddit E → N v1

0.595AUROC

4

Feb 26, 2026

Reddit N → E v1

0.597AUROC

4

Feb 26, 2026

92MF1

3

Jun 16, 2026

71.5Macro F1

3

Jun 16, 2026

71.62AUROC

3

May 27, 2026

75.89AUROC

3

Feb 26, 2026

0.869AUROC

3

Feb 26, 2026

Page 7 of 8

Popular datasets

Amazon T-Finance YelpChi Tolokers T-Social

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