Edge-level Anomaly Detection on Weibo
94.29F1 MacroUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADBackbone=GCN2024.11 | 94.29 | |
| UniGADBackbone=BWG2024.11 | 94.22 | |
| GCNEMethod Category=Edge-level2024.11 | 92.32 | |
| PNAEMethod Category=Edge-level2024.11 | 92.3 | |
| BernEMethod Category=Edge-level2024.11 | 92.15 | |
| BWEMethod Category=Edge-level2024.11 | 91.72 | |
| GINEMethod Category=Edge-level2024.11 | 91.54 | |
| GATEMethod Category=Edge-level2024.11 | 90.53 | |
| SAGEEMethod Category=Edge-level2024.11 | 89.59 | |
| AMEMethod Category=Edge-level2024.11 | 87.04 | |
| SGCEMethod Category=Edge-level2024.11 | 86.7 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 48.65 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 46.53 |