Node Anomaly Detection on BM-MN
99.75AUROCUniGAD
Evaluation results
| Method | Links | |
|---|---|---|
| UniGADMethod Category=Unified, Backbone=GCN2024.11 | 99.75 | |
| BWGNNMethod Category=Node-level2024.11 | 93.05 | |
| UniGADMethod Category=Unified, Backbone=BWGNN2024.11 | 92.6 | |
| GCNMethod Category=Node-level2024.11 | 86.31 | |
| PNAMethod Category=Node-level2024.11 | 72.96 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 67.87 | |
| BernNetMethod Category=Node-level2024.11 | 60.06 | |
| GATMethod Category=Node-level2024.11 | 58.47 | |
| GINMethod Category=Node-level2024.11 | 56.73 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 51.59 | |
| SGCMethod Category=Node-level2024.11 | 50.27 | |
| GraphSAGEMethod Category=Node-level2024.11 | 50 |