Model Stealing on ACM
88.53Surrogate AccuracyNone
Evaluation Results
| Method | Links | |
|---|---|---|
| NoneBackbone=GAT2025.02 | 88.53 | |
| NoneBackbone=Graph Transformer2025.02 | 88.3 | |
| NoneBackbone=GraphSAGE2025.02 | 88.14 | |
| Static Noise AdditionBackbone=GAT, sigma=0.052025.02 | 87.45 | |
| Static Noise AdditionBackbone=GraphSAGE, sigma=0.052025.02 | 87.29 | |
| Static Noise AdditionBackbone=Graph Transformer, sigma=0.052025.02 | 87.21 | |
| NoneBackbone=GIN2025.02 | 85.46 | |
| Static Noise AdditionBackbone=GIN, sigma=0.052025.02 | 83.51 | |
| ADAGEBackbone=GAT2025.02 | 36.9 | |
| Static Noise AdditionBackbone=GAT, sigma=52025.02 | 36.28 | |
| Static Noise AdditionBackbone=Graph Transformer, sigma=52025.02 | 35.85 | |
| Static Noise AdditionBackbone=GraphSAGE, sigma=52025.02 | 34.59 | |
| Static Noise AdditionBackbone=GIN, sigma=52025.02 | 34 | |
| ADAGEBackbone=Graph Transformer2025.02 | 32.27 | |
| ADAGEBackbone=GraphSAGE2025.02 | 31.12 | |
| ADAGEBackbone=GIN2025.02 | 30.45 |