Graph Model Stealing on BACE
87.08AUCTarget
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TargetTarget Model=Pre-trained (ContextPred)2025.06 | 87.08 | — | — | |
| EGStealQuery Budget=30%, Target Model=Pre-trained (ContextPred)2025.06 | 74.15 | 64.88 | 12.42 | |
| MEA-GNNQuery Budget=30%, Target Model=Pre-trained (ContextPred)2025.06 | 71.68 | 60.66 | 1.73 | |
| GNNStealingQuery Budget=30%, Target Model=Pre-trained (ContextPred)2025.06 | 71.12 | 60.66 | 3.47 | |
| MRMEQuery Budget=30%, Target Model=Pre-trained (ContextPred)2025.06 | 70.34 | 62.38 | 4.09 | |
| EfficientGNNQuery Budget=30%, Target Model=Pre-trained (ContextPred)2025.06 | 69.94 | 60.79 | -0.74 | |
| TSQuery Budget=30%, Target Model=Pre-trained (ContextPred)2025.06 | 66.37 | 58.67 | 0.53 | |
| DETQuery Budget=30%, Target Model=Pre-trained (ContextPred)2025.06 | 63.7 | 56.07 | -1.77 | |
| STEALGNNQuery Budget=30%, Target Model=Pre-trained (ContextPred)2025.06 | 57.7 | 49.57 | -4 |