Static Graph Anomaly Detection on YelpChi
86.12AUROCASTDP-GAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ASTDP-GAD2026.04 | 86.12 | 71.23 | |
| BWGNNmini-batch training=true, batch_size=10242026.04 | 60.12 | 48.68 | |
| GHRN2026.04 | 60.07 | 46.1 | |
| AHFANmini-batch training=true, batch_size=10242026.04 | 59.51 | 45.91 | |
| DGMES2026.04 | 59.12 | 45.23 | |
| GAD-NRmini-batch training=true, batch_size=10242026.04 | 58.91 | 42.34 | |
| GDNmini-batch training=true, batch_size=10242026.04 | 58.09 | 38.02 | |
| FIADmini-batch training=true, batch_size=10242026.04 | 57.29 | 41.27 | |
| CoLA2026.04 | 56.34 | 42.16 | |
| GFCN2026.04 | 56.31 | 42.16 | |
| GAGAmini-batch training=true, batch_size=10242026.04 | 53.51 | 46.08 | |
| RAND2026.04 | 51.23 | 31.23 |