Node Classification Robustness Verification on Texas Robust instances Delta=10
133Solved CountRobLight
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RobLightAggregation=sum, Robustness Setting=weak2025.10 | 133 | 3.02 | 0.74 | |
| RobLightAggregation=max, Robustness Setting=general2025.10 | 128 | 2.41 | 0.57 | |
| SCIP-MPNNAggregation=sum, Robustness Setting=weak2025.10 | 118 | 10.2 | 2.67 | |
| GNNevAggregation=sum, Robustness Setting=weak2025.10 | 112 | 7.03 | 2.77 | |
| GNNevAggregation=max, Robustness Setting=general2025.10 | 99 | 5.7 | 2.66 | |
| RobLightAggregation=mean, Robustness Setting=general2025.10 | 88 | 3.14 | 0.56 | |
| GNNevAggregation=mean, Robustness Setting=general2025.10 | 73 | 6.33 | 2.26 | |
| RobLightAggregation=sum, Robustness Setting=general2025.10 | 61 | 0.02 | 0.02 | |
| GNNevAggregation=sum, Robustness Setting=general2025.10 | 57 | 1.26 | 1.09 |