Node-level Anomaly Detection on Reddit (F1-macro)
56.7F1-macroUniGAD
Evaluation results
| Method | Links | |
|---|---|---|
| UniGADBackbone=GCN2024.11 | 56.7 | |
| UniGADBackbone=BWG2024.11 | 54.08 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 49.12 | |
| BernNetMethod Category=Node-level2024.11 | 46.27 | |
| AMNetMethod Category=Node-level2024.11 | 45.14 | |
| BWGNNMethod Category=Node-level2024.11 | 42.25 | |
| GCNMethod Category=Node-level2024.11 | 38.81 | |
| GATMethod Category=Node-level2024.11 | 31.28 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 31.23 | |
| GraphSAGEMethod Category=Node-level2024.11 | 28.3 | |
| GINMethod Category=Node-level2024.11 | 27.22 | |
| PNAMethod Category=Node-level2024.11 | 14.08 | |
| SGCMethod Category=Node-level2024.11 | 12.42 |