Node Anomaly Detection on BM-MT
99.73AUPRCUniGAD - GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGAD - GCNTask-level=UniGAD (Ours)2024.11 | 99.73 | |
| UniGAD - BWGTask-level=UniGAD (Ours)2024.11 | 84.93 | |
| GCNTask-level=Node-level2024.11 | 83.12 | |
| BWGNNTask-level=Node-level2024.11 | 78.53 | |
| PNATask-level=Node-level2024.11 | 58.97 | |
| GATTask-level=Node-level2024.11 | 44.23 | |
| BernNetTask-level=Node-level2024.11 | 42.79 | |
| GINTask-level=Node-level2024.11 | 36.98 | |
| SGCTask-level=Node-level2024.11 | 36.42 | |
| GraphSAGETask-level=Node-level2024.11 | 34.55 | |
| GraphPrompt-UTask-level=Multi-task2024.11 | 27.78 | |
| All-in-One-UTask-level=Multi-task2024.11 | 25.13 |