Model Stealing on Mutagenicity
84.06AUCTarget Model Performance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Target Model PerformanceTarget Model Architecture=GAT, Training Status=trained from scratch2025.06 | 84.06 | — | — | |
| EGStealTarget Model Architecture=GAT, Training Status=trained from scratch2025.06 | 83.16 | 89.04 | 50.18 | |
| TargetTarget Model=Trained from scratch2025.06 | 82.57 | — | — | |
| GNNStealingTarget Model Architecture=GAT, Training Status=trained from scratch2025.06 | 82.53 | 89.57 | 19.17 | |
| EGStealTarget Model=Trained from scratch2025.06 | 82.2 | 88.81 | 44.96 | |
| GNNStealingTarget Model=Trained from scratch2025.06 | 81.72 | 85.05 | 29.33 | |
| EfficientGNNTarget Model Architecture=GAT, Training Status=trained from scratch2025.06 | 81.31 | 85.54 | 22.65 | |
| STEALGNNTarget Model=Trained from scratch2025.06 | 81.17 | 77.51 | 22.08 | |
| STEALGNNTarget Model Architecture=GAT, Training Status=trained from scratch2025.06 | 81.05 | 84.74 | 24.6 | |
| MRMETarget Model Architecture=GAT, Training Status=trained from scratch2025.06 | 80.83 | 85.35 | 22.32 | |
| TSTarget Model Architecture=GAT, Training Status=trained from scratch2025.06 | 80.81 | 85.4 | 22.54 | |
| DETTarget Model=Trained from scratch2025.06 | 79.86 | 80.14 | 21.85 | |
| MEA-GNNTarget Model Architecture=GAT, Training Status=trained from scratch2025.06 | 79.85 | 84.34 | 24.56 | |
| MEA-GNNTarget Model=Trained from scratch2025.06 | 79.8 | 80.25 | 21.25 | |
| EfficientGNNTarget Model=Trained from scratch2025.06 | 79.38 | 81.43 | 21.76 | |
| MRMETarget Model=Trained from scratch2025.06 | 79.32 | 80.81 | 22.62 | |
| TSTarget Model=Trained from scratch2025.06 | 79.21 | 80.67 | 22.47 | |
| DETTarget Model Architecture=GAT, Training Status=trained from scratch2025.06 | 77.25 | 76.61 | 18.2 |