Node Classification on Amazon c2 community
97.29AccuracyADAGE
Evaluation Results
| Method | Links | |
|---|---|---|
| ADAGEBackbone=Graph Transformer, Attack setup=Embeddings, Role=Downstream Task 22025.02 | 97.29 | |
| ADAGEBackbone=Graph Transformer, Attack setup=Probabilities, Role=Downstream Task 22025.02 | 97.11 | |
| ADAGEBackbone=Graph Transformer, Attack setup=Projections, Role=Downstream Task 22025.02 | 94.88 | |
| ADAGEBackbone=GraphSAGE, Attack setup=Embeddings, Role=Downstream Task 22025.02 | 91.27 | |
| ADAGEBackbone=GAT, Attack setup=Embeddings, Role=Downstream Task 22025.02 | 90.75 | |
| ADAGEBackbone=GraphSAGE, Attack setup=Probabilities, Role=Downstream Task 22025.02 | 90.48 | |
| ADAGEBackbone=GraphSAGE, Attack setup=Projections, Role=Downstream Task 22025.02 | 90.15 | |
| ADAGEBackbone=GAT, Attack setup=Projections, Role=Downstream Task 22025.02 | 90.06 | |
| ADAGEBackbone=GAT, Attack setup=Probabilities, Role=Downstream Task 22025.02 | 89.62 | |
| ADAGEBackbone=GIN, Attack setup=Embeddings, Role=Downstream Task 22025.02 | 84.4 | |
| ADAGEBackbone=GIN, Attack setup=Probabilities, Role=Downstream Task 22025.02 | 84.25 | |
| ADAGEBackbone=GIN, Attack setup=Projections, Role=Downstream Task 22025.02 | 83.92 |