Node Anomaly Detection on MNIST 1 (F1-macro)
99.99F1-macroGraphSAGE
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphSAGEMethod Category=Node-level, Backbone=GraphSAGE2024.11 | 99.99 | |
| BernNetMethod Category=Node-level, Backbone=BernNet2024.11 | 99.99 | |
| BWGNNMethod Category=Node-level, Backbone=BWGNN2024.11 | 99.99 | |
| UniGADMethod Category=Multi-task, Backbone=BWG2024.11 | 99.99 | |
| GATMethod Category=Node-level, Backbone=GAT2024.11 | 99.96 | |
| PNAMethod Category=Node-level, Backbone=PNA2024.11 | 99.27 | |
| UniGADMethod Category=Multi-task, Backbone=GCN2024.11 | 92.49 | |
| GCNMethod Category=Node-level, Backbone=GCN2024.11 | 91.95 | |
| GINMethod Category=Node-level, Backbone=GIN2024.11 | 88.04 | |
| SGCMethod Category=Node-level, Backbone=SGC2024.11 | 82.7 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 80.49 |