Node Classification Robustness Verification on Wisconsin Delta=10
248# SolvedRobLight
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RobLightAggregation=sum, Robustness Setting=general2025.10 | 248 | 0.22 | 0.13 | |
| RobLightAggregation=mean, Robustness Setting=general2025.10 | 247 | 1.2 | 0.35 | |
| RobLightAggregation=max, Robustness Setting=general2025.10 | 240 | 1.59 | 0.64 | |
| RobLightAggregation=sum, Robustness Setting=weak2025.10 | 239 | 3.87 | 0.63 | |
| GNNevAggregation=sum, Robustness Setting=general2025.10 | 206 | 20.8 | 9.8 | |
| SCIP-MPNNAggregation=sum, Robustness Setting=weak2025.10 | 195 | 38.17 | 11.7 | |
| GNNevAggregation=sum, Robustness Setting=weak2025.10 | 180 | 15.2 | 7.53 | |
| GNNevAggregation=mean, Robustness Setting=general2025.10 | 178 | 14.92 | 8.2 | |
| GNNevAggregation=max, Robustness Setting=general2025.10 | 142 | 58.16 | 13.21 |