GNN Robustness Verification on ENZYMES
599Number of Solved InstancesRobLight
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RobLightAggregation Function=max, Robustness Type=general, Global Budget (Delta)=2, Local Budget (delta)=12025.10 | 599 | 0.78 | 0.23 | |
| RobLightAggregation Function=sum, Robustness Type=general, Global Budget (Delta)=2, Local Budget (delta)=12025.10 | 596 | 5.14 | 1.4 | |
| RobLightAggregation Function=sum, Robustness Type=weak, Global Budget (Delta)=2, Local Budget (delta)=12025.10 | 588 | 24.63 | 6.71 | |
| RobLightAggregation Function=mean, Robustness Type=general, Global Budget (Delta)=2, Local Budget (delta)=12025.10 | 587 | 11.72 | 2.83 | |
| SCIP-MPNNAggregation Function=sum, Robustness Type=weak, Global Budget (Delta)=2, Local Budget (delta)=12025.10 | 52 | 120.58 | 60.49 |