Node Classification Robustness Verification on Texas Delta=10
183Solved CountRobLight
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RobLightAggregation=sum, Robustness Setting=general2025.10 | 183 | 0.01 | 0.01 | |
| RobLightAggregation=sum, Robustness Setting=weak2025.10 | 182 | 2.64 | 0.79 | |
| RobLightAggregation=mean, Robustness Setting=general2025.10 | 182 | 1.52 | 0.27 | |
| RobLightAggregation=max, Robustness Setting=general2025.10 | 181 | 2.59 | 0.79 | |
| GNNevAggregation=sum, Robustness Setting=general2025.10 | 162 | 9.53 | 5.57 | |
| GNNevAggregation=mean, Robustness Setting=general2025.10 | 152 | 12.19 | 6.03 | |
| SCIP-MPNNAggregation=sum, Robustness Setting=weak2025.10 | 150 | 30.52 | 7.86 | |
| GNNevAggregation=sum, Robustness Setting=weak2025.10 | 142 | 11.19 | 4.8 | |
| GNNevAggregation=max, Robustness Setting=general2025.10 | 127 | 24.87 | 8.18 |