Graph Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
70.46AUPRC
15
May 26, 2026
59.36AUC
14
May 27, 2026
90.6Macro-F1
14
Jun 16, 2026
87.4Macro-F1
13
Jun 16, 2026
92.8Macro F1
13
Jun 16, 2026
71.5Macro F1
13
Jun 16, 2026
63Macro-F1
13
Jun 16, 2026
63AUROC
12
Jun 12, 2026
95.4F1-m
12
Jun 2, 2026
89.6F1-m
12
Jun 2, 2026
76.89F1-m
12
Jun 2, 2026
91.52F1-m
12
Jun 2, 2026
95.4Macro-F1
12
Jun 2, 2026
89.6Macro-F1
12
Jun 2, 2026
76.89Macro-F1
12
Jun 2, 2026
91.52Macro F1
12
Jun 2, 2026
27.37AUPRC
12
May 27, 2026
65.05AUROC
11
Jun 9, 2026
24.59AP
11
May 21, 2026
60.67AP
11
May 21, 2026
7.76AP
11
May 21, 2026
5.12AP
11
May 21, 2026
16.17AP
11
May 21, 2026
7.5AP
11
May 21, 2026
91.04AUC
11
Mar 5, 2026