Node Anomaly Detection on BM-MS (AUPRC)
99.91AUPRCUniGAD - GCN
Evaluation results
| Method | Links | |
|---|---|---|
| UniGAD - GCNTask-level=UniGAD (Ours)2024.11 | 99.91 | |
| UniGAD - BWGTask-level=UniGAD (Ours)2024.11 | 85.81 | |
| GCNTask-level=Node-level2024.11 | 78.23 | |
| BWGNNTask-level=Node-level2024.11 | 70.1 | |
| GATTask-level=Node-level2024.11 | 40.83 | |
| BernNetTask-level=Node-level2024.11 | 38.34 | |
| PNATask-level=Node-level2024.11 | 38.32 | |
| All-in-One-UTask-level=Multi-task2024.11 | 35.75 | |
| GINTask-level=Node-level2024.11 | 32.44 | |
| GraphSAGETask-level=Node-level2024.11 | 32.01 | |
| SGCTask-level=Node-level2024.11 | 31.24 | |
| GraphPrompt-UTask-level=Multi-task2024.11 | 26.15 |