Graph Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
40.5AUPRC
19
Mar 10, 2026
2.6AUPRC
19
Mar 10, 2026
89.4AUC
19
Feb 26, 2026
95.1AUC
19
Feb 26, 2026
0.651AUC
19
Feb 26, 2026
99.78AUPRC
18
Jun 30, 2026
99.71AUPRC
18
Jun 30, 2026
71.53AUPRC
18
Jun 30, 2026
89.41AUPRC
18
Jun 30, 2026
99.98AUROC
18
Jun 30, 2026
99.93AUROC
18
Jun 30, 2026
93.85AUROC
18
Jun 30, 2026
97.93AUROC
18
Jun 30, 2026
99.7AUROC
18
Jun 30, 2026
98.53Anomaly F1
18
Jun 30, 2026
98.35Anomaly F1
18
Jun 30, 2026
0.704Anomaly F1
18
Jun 30, 2026
85.78Anomaly F1 Score
18
Jun 30, 2026
84.7Anomaly F1
18
Jun 30, 2026
87.5Anomaly F1
18
Jun 30, 2026
96.79AUC
18
May 28, 2026
71.8AUPRC
18
Mar 10, 2026
75.77AUROC
18
Feb 26, 2026
18.83AUPRC
17
Mar 11, 2026
91.2Macro-F1
17
Jun 16, 2026