Link Prediction on CiteSeer G (test)
82.03AccuracyBaseline
Evaluation results
| Method | Links | |
|---|---|---|
| BaselineUser=N/A, Defense=N/A, Attack Setup=N/A, Backbone=GIN2025.02 | 82.03 | |
| UndefendedUser=Attacker, Defense=NONE, Attack Setup=Attack setup B (Embeddings), Backbone=GIN2025.02 | 81.3 | |
| UndefendedUser=Attacker, Defense=NONE, Attack Setup=Attack setup C (Projections), Backbone=GIN2025.02 | 80.73 | |
| UndefendedUser=Attacker, Defense=NONE, Attack Setup=Attack setup A (Probabilities), Backbone=GIN2025.02 | 77.11 | |
| BaselineUser=N/A, Defense=N/A, Attack Setup=N/A, Backbone=GAT2025.02 | 73.5 | |
| UndefendedUser=Attacker, Defense=NONE, Attack Setup=Attack setup B (Embeddings), Backbone=GAT2025.02 | 70.2 | |
| UndefendedUser=Attacker, Defense=NONE, Attack Setup=Attack setup A (Probabilities), Backbone=GCN2025.02 | 69.01 | |
| UndefendedUser=Attacker, Defense=NONE, Attack Setup=Attack setup B (Embeddings), Backbone=GCN2025.02 | 67.4 | |
| BaselineUser=N/A, Defense=N/A, Attack Setup=N/A, Backbone=GCN2025.02 | 65.88 | |
| UndefendedUser=Attacker, Defense=NONE, Attack Setup=Attack setup C (Projections), Backbone=GAT2025.02 | 64.47 | |
| UndefendedUser=Attacker, Defense=NONE, Attack Setup=Attack setup C (Projections), Backbone=GCN2025.02 | 64.03 | |
| UndefendedUser=Attacker, Defense=NONE, Attack Setup=Attack setup A (Probabilities), Backbone=GAT2025.02 | 61.09 | |
| ADAGEUser=Attacker, Defense=ADAGE, Attack Setup=Attack setup B (Embeddings), Backbone=GCN2025.02 | 52.58 | |
| ADAGEUser=Attacker, Defense=ADAGE, Attack Setup=Attack setup B (Embeddings), Backbone=GIN2025.02 | 52.4 | |
| ADAGEUser=Attacker, Defense=ADAGE, Attack Setup=Attack setup C (Projections), Backbone=GIN2025.02 | 52.38 | |
| ADAGEUser=Attacker, Defense=ADAGE, Attack Setup=Attack setup C (Projections), Backbone=GAT2025.02 | 51.54 | |
| ADAGEUser=Attacker, Defense=ADAGE, Attack Setup=Attack setup C (Projections), Backbone=GCN2025.02 | 50.43 | |
| ADAGEUser=Attacker, Defense=ADAGE, Attack Setup=Attack setup B (Embeddings), Backbone=GAT2025.02 | 48.11 | |
| ADAGEUser=Attacker, Defense=ADAGE, Attack Setup=Attack setup A (Probabilities), Backbone=GAT2025.02 | 47.38 | |
| ADAGEUser=Attacker, Defense=ADAGE, Attack Setup=Attack setup A (Probabilities), Backbone=GCN2025.02 | 45.57 | |
| ADAGEUser=Attacker, Defense=ADAGE, Attack Setup=Attack setup A (Probabilities), Backbone=GIN2025.02 | 31.15 |