Edge-level Anomaly Detection on Tolokers (F1-macro)
66.2F1-macroUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADBackbone=BWG2024.11 | 66.2 | |
| SAGEEMethod Category=Edge-level2024.11 | 65.95 | |
| BWEMethod Category=Edge-level2024.11 | 65.09 | |
| PNAEMethod Category=Edge-level2024.11 | 64.98 | |
| UniGADBackbone=GCN2024.11 | 64.55 | |
| GCNEMethod Category=Edge-level2024.11 | 63.15 | |
| BernEMethod Category=Edge-level2024.11 | 61.53 | |
| GATEMethod Category=Edge-level2024.11 | 61.43 | |
| AMEMethod Category=Edge-level2024.11 | 61.42 | |
| GINEMethod Category=Edge-level2024.11 | 60.54 | |
| SGCEMethod Category=Edge-level2024.11 | 56.5 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 48.34 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 47.9 |