Node Anomaly Detection on MNIST 0
0.9999AUROCGraphSAGE
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphSAGEMethod Category=Node-level2024.11 | 0.9999 | |
| BernNetMethod Category=Node-level2024.11 | 0.9999 | |
| BWGNNMethod Category=Node-level2024.11 | 0.9999 | |
| UniGADMethod Category=Unified, Backbone=BWGNN2024.11 | 0.9999 | |
| GATMethod Category=Node-level2024.11 | 0.999 | |
| PNAMethod Category=Node-level2024.11 | 0.998 | |
| UniGADMethod Category=Unified, Backbone=GCN2024.11 | 0.9793 | |
| GCNMethod Category=Node-level2024.11 | 0.941 | |
| GINMethod Category=Node-level2024.11 | 0.9355 | |
| SGCMethod Category=Node-level2024.11 | 0.8697 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 0.0616 |