Node-level Anomaly Detection on Weibo
99.07AUROCUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADTraining Strategy=Multi-task, Backbone=BWGNN2024.11 | 99.07 | |
| UniGADTraining Strategy=Multi-task, Backbone=GCN2024.11 | 99.02 | |
| GCNTraining Strategy=Single-level2024.11 | 97.97 | |
| SGCTraining Strategy=Single-level2024.11 | 97.71 | |
| PNATraining Strategy=Single-level2024.11 | 97.43 | |
| BWGNNTraining Strategy=Single-level2024.11 | 97.42 | |
| GINTraining Strategy=Single-level2024.11 | 95.64 | |
| GraphSAGETraining Strategy=Single-level2024.11 | 94.45 | |
| GATTraining Strategy=Single-level2024.11 | 94.4 | |
| AMNetTraining Strategy=Single-level2024.11 | 94.17 | |
| BernNetTraining Strategy=Single-level2024.11 | 93.93 | |
| GraphPrompt-UTraining Strategy=Multi-task2024.11 | 55.29 | |
| All-in-One-UTraining Strategy=Multi-task2024.11 | 49.56 |