Graph Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
65.6AUC
10
Apr 20, 2026
1.48AUPRC
10
Mar 11, 2026
93.15F1 Macro
10
Feb 26, 2026
84.18F1-macro
10
Feb 26, 2026
68.84F1 Macro
10
Feb 26, 2026
62.14F1-macro
10
Feb 26, 2026
90F1-macro
10
Feb 26, 2026
97.56F1-macro
10
Feb 26, 2026
95.86F1-macro
10
Feb 26, 2026
95.46F1-macro
10
Feb 26, 2026
99.99AUROC
10
Feb 26, 2026
99.67AUROC
10
Feb 26, 2026
98.79AUROC
10
Feb 26, 2026
99.99AUPRC
10
Feb 26, 2026
98.39AUPRC
10
Feb 26, 2026
99.32AUPRC
10
Feb 26, 2026
72.59AUC
9
Feb 26, 2026
64.68AUC
9
Feb 26, 2026
77.62AUC (%)
9
Feb 26, 2026
75.42AUC
9
Feb 26, 2026
0.652AUC
9
Feb 26, 2026
79.54AUC
9
Feb 26, 2026
1.89Training Time (s)
9
Feb 26, 2026
63.27AUC
9
Feb 26, 2026
78.09F1 Macro
8
Feb 26, 2026