Static Graph Anomaly Detection on T-Social
89.12AUROCASTDP-GAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ASTDP-GAD2026.04 | 89.12 | 75.67 | |
| FIADmini-batch training=true, batch_size=10242026.04 | 80.12 | 58.91 | |
| DGMES2026.04 | 78.23 | 56.21 | |
| AHFANmini-batch training=true, batch_size=10242026.04 | 75.67 | 55.12 | |
| CoLA2026.04 | 75.41 | 53.45 | |
| GAGAmini-batch training=true, batch_size=10242026.04 | 72.34 | 51.23 | |
| RAND2026.04 | 69.12 | 41.23 | |
| GFCN2026.04 | 68.92 | 53.94 | |
| BWGNNmini-batch training=true, batch_size=10242026.04 | 65.17 | 52.04 | |
| GAD-NRmini-batch training=true, batch_size=10242026.04 | 64.58 | 51.27 | |
| GHRN2026.04 | 63.36 | 50.6 | |
| GDNmini-batch training=true, batch_size=10242026.04 | 62.59 | 53.31 |