Graph Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.6F1-macro
8
Feb 26, 2026
95.54F1-macro
8
Feb 26, 2026
88.78AUROC
8
Feb 26, 2026
99.98AUROC
8
Feb 26, 2026
0.996AUROC
8
Feb 26, 2026
98.6AUPRC
8
Feb 26, 2026
97.92AUPRC
8
Feb 26, 2026
13.76Time (s)
7
Mar 10, 2026
1.52Time (s)
7
Mar 10, 2026
83.9Macro-F1
7
Feb 26, 2026
79.1Macro F1 Score
7
Feb 26, 2026
26Runtime (s)
6
Feb 26, 2026
7Runtime (s)
6
Feb 26, 2026
9Runtime (s)
6
Feb 26, 2026
48Runtime (seconds)
6
Feb 26, 2026
30Runtime (s)
6
Feb 26, 2026
74.49AUROC
5
Feb 26, 2026
61.75AUROC
5
Feb 26, 2026
0.582AUROC
5
Feb 26, 2026
84.76AUROC
5
Feb 26, 2026
73.3AUC-ROC
5
Feb 26, 2026
0.737AUC-ROC
5
Feb 26, 2026
93.51F1-Macro
4
May 28, 2026
93.19F1-Macro
4
May 28, 2026
92.54F1-Macro
4
May 28, 2026