Node Classification Robustness Verification on Wisconsin Robust instances Delta=10
182Solved CountRobLight
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RobLightAggregation=sum, Robustness Setting=weak2025.10 | 182 | 5.08 | 0.83 | |
| RobLightAggregation=max, Robustness Setting=general2025.10 | 160 | 1.48 | 0.71 | |
| SCIP-MPNNAggregation=sum, Robustness Setting=weak2025.10 | 156 | 30.96 | 9.24 | |
| RobLightAggregation=sum, Robustness Setting=general2025.10 | 141 | 0.22 | 0.14 | |
| GNNevAggregation=sum, Robustness Setting=weak2025.10 | 135 | 10.1 | 4.63 | |
| RobLightAggregation=mean, Robustness Setting=general2025.10 | 135 | 0.82 | 0.41 | |
| GNNevAggregation=sum, Robustness Setting=general2025.10 | 119 | 9.12 | 4.29 | |
| GNNevAggregation=max, Robustness Setting=general2025.10 | 105 | 11.76 | 5.31 | |
| GNNevAggregation=mean, Robustness Setting=general2025.10 | 93 | 3.63 | 2.59 |