Edge-level Anomaly Detection on Questions
87.51AUROCGSAGEE
Evaluation Results
| Method | Links | |
|---|---|---|
| GSAGEETraining Strategy=Single-level2024.11 | 87.51 | |
| BWETraining Strategy=Single-level2024.11 | 85 | |
| AMETraining Strategy=Single-level2024.11 | 84.93 | |
| BernETraining Strategy=Single-level2024.11 | 84.78 | |
| PNAETraining Strategy=Single-level2024.11 | 84.05 | |
| GATETraining Strategy=Single-level2024.11 | 81.64 | |
| GINETraining Strategy=Single-level2024.11 | 80.75 | |
| GCNETraining Strategy=Single-level2024.11 | 79.05 | |
| UniGADTraining Strategy=Multi-task, Backbone=GCN2024.11 | 74.72 | |
| SGCETraining Strategy=Single-level2024.11 | 74.24 | |
| UniGADTraining Strategy=Multi-task, Backbone=BWGNN2024.11 | 73.45 | |
| GraphPrompt-UTraining Strategy=Multi-task2024.11 | 49.77 | |
| All-in-One-UTraining Strategy=Multi-task2024.11 | 49.77 |