T-Social
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Anomaly Detection | T-Social | AUC99.44 | 32 | |
| Graph Anomaly Detection | T-Social | AUPRC71.8 | 18 | |
| Graph Anomaly Detection | T-Social static graph (40% train) | F1-m95.4 | 12 | |
| Graph Anomaly Detection | T-Social 40-20-40 split | Macro-F195.4 | 12 | |
| Static Graph Anomaly Detection | T-Social | AUROC89.12 | 12 | |
| Graph Anomaly Detection | T-Social | Time (s)13.76 | 7 | |
| Graph Anomaly Detection | T-Social (40%) | Macro-F183.9 | 7 | |
| Graph Anomaly Detection | T-Social (1%) | Macro F1 Score79.1 | 7 | |
| Node Anomaly Detection | T-Social fully-supervised | AUPRC98.7 | 5 | |
| Node Anomaly Detection | T-Social semi-supervised | AUPRC51.3 | 3 |
Showing 10 of 10 rows