Link Prediction on Cora Community (c1)
76.54AccuracyGIN
Evaluation Results
| Method | Links | |
|---|---|---|
| GINUser=Downstream Task 1, Defense=ADAGE, Attack setup=A (Probabilities)2025.02 | 76.54 | |
| GINUser=Downstream Task 1, Defense=ADAGE, Attack setup=B (Embeddings)2025.02 | 76.25 | |
| GINUser=Downstream Task 1, Defense=ADAGE, Attack setup=C (Projections)2025.02 | 74.65 | |
| GATUser=Downstream Task 1, Defense=ADAGE, Attack setup=A (Probabilities)2025.02 | 67.33 | |
| GCNUser=Downstream Task 1, Defense=ADAGE, Attack setup=B (Embeddings)2025.02 | 64.4 | |
| GATUser=Downstream Task 1, Defense=ADAGE, Attack setup=B (Embeddings)2025.02 | 64.25 | |
| GATUser=Downstream Task 1, Defense=ADAGE, Attack setup=C (Projections)2025.02 | 64.08 | |
| GCNUser=Downstream Task 1, Defense=ADAGE, Attack setup=C (Projections)2025.02 | 63.69 | |
| GCNUser=Downstream Task 1, Defense=ADAGE, Attack setup=A (Probabilities)2025.02 | 63.16 |