Node-level Anomaly Detection on Questions (F1-macro)
59.45F1-macroUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADBackbone=BWG2024.11 | 59.45 | |
| UniGADBackbone=GCN2024.11 | 58.06 | |
| BWGNNMethod Category=Node-level2024.11 | 52.09 | |
| GraphSAGEMethod Category=Node-level2024.11 | 51.07 | |
| GINMethod Category=Node-level2024.11 | 49.95 | |
| AMNetMethod Category=Node-level2024.11 | 49.9 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 48.81 | |
| GCNMethod Category=Node-level2024.11 | 48.74 | |
| SGCMethod Category=Node-level2024.11 | 48.59 | |
| BernNetMethod Category=Node-level2024.11 | 47.59 | |
| GATMethod Category=Node-level2024.11 | 47.28 | |
| PNAMethod Category=Node-level2024.11 | 46.38 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 39.43 |