Anomaly Detection on BM-MN
0.9963AUPRCUniGAD - GCN
Evaluation results
| Method | Links | |
|---|---|---|
| UniGAD - GCNTask-level=UniGAD (Ours)2024.11 | 0.9963 | |
| BWGNNTask-level=Node-level2024.11 | 0.9185 | |
| UniGAD - BWGTask-level=UniGAD (Ours)2024.11 | 0.9119 | |
| UniGAD - GCNBackbone=GCN2024.11 | 0.86 | |
| GCNTask-level=Node-level2024.11 | 0.8482 | |
| All-in-One-U2024.11 | 0.7862 | |
| All-in-One-U2024.11 | 0.7354 | |
| PNATask-level=Node-level2024.11 | 0.7216 | |
| BernNetTask-level=Node-level2024.11 | 0.5811 | |
| All-in-One-UTask-level=Multi-task2024.11 | 0.5775 | |
| GATTask-level=Node-level2024.11 | 0.5433 | |
| UniGAD - BWGBackbone=BWG2024.11 | 0.5409 | |
| GINTask-level=Node-level2024.11 | 0.528 | |
| SGCTask-level=Node-level2024.11 | 0.5173 | |
| GraphSAGETask-level=Node-level2024.11 | 0.4917 | |
| GraphPrompt-U2024.11 | 0.4825 | |
| GraphPrompt-UTask-level=Multi-task2024.11 | 0.4387 | |
| UniGAD - GCNBackbone=GCN2024.11 | 0.3405 | |
| UniGAD - BWGBackbone=BWG2024.11 | 0.2125 | |
| GraphPrompt-U2024.11 | 0.1387 |