Node-level Anomaly Detection on Weibo (F1-macro)
95.75F1-macroUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADBackbone=GCN2024.11 | 95.75 | |
| UniGADBackbone=BWG2024.11 | 95.35 | |
| GCNMethod Category=Node-level2024.11 | 92.9 | |
| GATMethod Category=Node-level2024.11 | 92.46 | |
| GINMethod Category=Node-level2024.11 | 92.01 | |
| SGCMethod Category=Node-level2024.11 | 90.49 | |
| BernNetMethod Category=Node-level2024.11 | 89.59 | |
| AMNetMethod Category=Node-level2024.11 | 89.04 | |
| PNAMethod Category=Node-level2024.11 | 88.93 | |
| BWGNNMethod Category=Node-level2024.11 | 86.94 | |
| GraphSAGEMethod Category=Node-level2024.11 | 85.05 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 51.23 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 50.64 |