Node Anomaly Detection on BM-MT (AUROC)
0.9963AUROCUniGAD
Evaluation results
| Method | Links | |
|---|---|---|
| UniGADMethod Category=Unified, Backbone=GCN2024.11 | 0.9963 | |
| GCNMethod Category=Node-level2024.11 | 0.923 | |
| UniGADMethod Category=Unified, Backbone=BWGNN2024.11 | 0.9076 | |
| BWGNNMethod Category=Node-level2024.11 | 0.8897 | |
| PNAMethod Category=Node-level2024.11 | 0.7561 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 0.697 | |
| GATMethod Category=Node-level2024.11 | 0.6572 | |
| BernNetMethod Category=Node-level2024.11 | 0.5918 | |
| GINMethod Category=Node-level2024.11 | 0.549 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 0.5142 | |
| GraphSAGEMethod Category=Node-level2024.11 | 0.4995 | |
| SGCMethod Category=Node-level2024.11 | 0.4944 |