Graph Anomaly Detection on BM-MS (AUROC)
99.67AUROCUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADMethod Category=Unified, Backbone=GCN2024.11 | 99.67 | |
| RQGNNMethod Category=Graph-level2024.11 | 97.98 | |
| IGADMethod Category=Graph-level2024.11 | 96.68 | |
| OCGTLMethod Category=Graph-level2024.11 | 83.17 | |
| OCGINMethod Category=Graph-level2024.11 | 81.97 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 81.16 | |
| GLocalKDMethod Category=Graph-level2024.11 | 77.25 | |
| UniGADMethod Category=Unified, Backbone=BWGNN2024.11 | 68.55 | |
| GmapADMethod Category=Graph-level2024.11 | 50 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 48.67 |