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Dynamic Graph Anomaly Detection research benchmarks · SOTA2 Research

Dynamic Graph Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

83.39AUROC

42

Feb 26, 2026

68.71AUROC

42

Feb 26, 2026

92.58Macro-F1

14

May 15, 2026

Tmall (80% train)

76.89Macro-F1

14

May 15, 2026

85.34Macro-F1

14

May 15, 2026

99.92AUROC

14

Feb 26, 2026

0.999AUROC

14

Feb 26, 2026

99.93AUROC

14

Feb 26, 2026

LastFM S3 setting

99.87AUROC

14

Feb 26, 2026

Enron S3 setting

99.87AUROC

14

Feb 26, 2026

99.88AUROC

14

Feb 26, 2026

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ENRON LastFM UCI DBLP Wikipedia

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