Node Classification on Amazon (c1 community)
97.46AccuracyADAGE
Evaluation Results
| Method | Links | |
|---|---|---|
| ADAGEBackbone=Graph Transformer, Attack setup=Embeddings, Role=Downstream Task 12025.02 | 97.46 | |
| ADAGEBackbone=Graph Transformer, Attack setup=Probabilities, Role=Downstream Task 12025.02 | 96.23 | |
| ADAGEBackbone=GAT, Attack setup=Embeddings, Role=Downstream Task 12025.02 | 92.58 | |
| ADAGEBackbone=Graph Transformer, Attack setup=Projections, Role=Downstream Task 12025.02 | 91.63 | |
| ADAGEBackbone=GraphSAGE, Attack setup=Projections, Role=Downstream Task 12025.02 | 90.37 | |
| ADAGEBackbone=GAT, Attack setup=Projections, Role=Downstream Task 12025.02 | 90.36 | |
| ADAGEBackbone=GraphSAGE, Attack setup=Probabilities, Role=Downstream Task 12025.02 | 89.59 | |
| ADAGEBackbone=GraphSAGE, Attack setup=Embeddings, Role=Downstream Task 12025.02 | 89.46 | |
| ADAGEBackbone=GAT, Attack setup=Probabilities, Role=Downstream Task 12025.02 | 87.38 | |
| ADAGEBackbone=GIN, Attack setup=Projections, Role=Downstream Task 12025.02 | 84.96 | |
| ADAGEBackbone=GIN, Attack setup=Embeddings, Role=Downstream Task 12025.02 | 84.5 | |
| ADAGEBackbone=GIN, Attack setup=Probabilities, Role=Downstream Task 12025.02 | 83.81 |