Node-level Anomaly Detection on Tolokers
80.62AUROCUniGAD
Evaluation results
| Method | Links | |
|---|---|---|
| UniGADTraining Strategy=Multi-task, Backbone=BWGNN2024.11 | 80.62 | |
| BWGNNTraining Strategy=Single-level2024.11 | 80.51 | |
| GraphSAGETraining Strategy=Single-level2024.11 | 79.74 | |
| GATTraining Strategy=Single-level2024.11 | 78.9 | |
| UniGADTraining Strategy=Multi-task, Backbone=GCN2024.11 | 77.26 | |
| BernNetTraining Strategy=Single-level2024.11 | 76.68 | |
| AMNetTraining Strategy=Single-level2024.11 | 76.67 | |
| PNATraining Strategy=Single-level2024.11 | 75.82 | |
| GCNTraining Strategy=Single-level2024.11 | 75.21 | |
| GINTraining Strategy=Single-level2024.11 | 75.15 | |
| SGCTraining Strategy=Single-level2024.11 | 69.51 | |
| GraphPrompt-UTraining Strategy=Multi-task2024.11 | 56.11 |