Static Graph Anomaly Detection on Amazon
99.87AUROCASTDP-GAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ASTDP-GAD2026.04 | 99.87 | 95.67 | |
| FIADmini-batch training=true, batch_size=10242026.04 | 98.13 | 88.2 | |
| DGMES2026.04 | 95.67 | 88.23 | |
| CoLA2026.04 | 92.34 | 84.56 | |
| AHFANmini-batch training=true, batch_size=10242026.04 | 92.05 | 78.92 | |
| GAD-NRmini-batch training=true, batch_size=10242026.04 | 90.31 | 75.63 | |
| BWGNNmini-batch training=true, batch_size=10242026.04 | 86.61 | 70.06 | |
| GHRN2026.04 | 86.49 | 87.45 | |
| GFCN2026.04 | 85.91 | 71.56 | |
| GDNmini-batch training=true, batch_size=10242026.04 | 85.08 | 61.73 | |
| RAND2026.04 | 81.23 | 62.34 | |
| GAGAmini-batch training=true, batch_size=10242026.04 | 77.72 | 65.09 |