Node Classification Robustness on CiteSeer Robust instances
5.7Time (s)GNNev
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GNNevΔ=1, GNN layers=32025.08 | 5.7 | 3,160 | 2,151 | |
| GNNevΔ=2, GNN layers=32025.08 | 6.08 | 3,081 | 1,947 | |
| GNNevΔ=50, GNN layers=32025.08 | 7.14 | 2,980 | 1,654 | |
| SCIP-MPNNΔ=50, GNN layers=32025.08 | 7.52 | 2,978 | 1,328 | |
| GNNevΔ=5, GNN layers=32025.08 | 7.56 | 3,010 | 1,686 | |
| SCIP-MPNNΔ=5, GNN layers=32025.08 | 8.04 | 3,010 | 1,327 | |
| GNNevΔ=10, GNN layers=32025.08 | 8.06 | 2,990 | 1,672 | |
| SCIP-MPNNΔ=10, GNN layers=32025.08 | 8.43 | 2,985 | 1,319 | |
| SCIP-MPNNΔ=2, GNN layers=32025.08 | 8.77 | 3,076 | 1,134 | |
| SCIP-MPNNΔ=1, GNN layers=32025.08 | 9.12 | 3,156 | 1,009 |