Graph Dismantling on Node-selection Dismantle
3.57Relative Improvement (LN Backbone)InstanceNorm
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| InstanceNormMechanism=Feature-statistic baselines2026.06 | 3.57 | 6 | — | |
| PostDeg-L-FG2026.06 | 2.65 | 10 | — | |
| PostDeg-L-Adaptive2026.06 | 2.61 | 10 | — | |
| PostDeg2026.06 | 2.53 | 10 | — | |
| PairNormMechanism=Feature-statistic baselines2026.06 | 1.86 | 6 | — | |
| BatchNormMechanism=Feature-statistic baselines2026.06 | 1.41 | 6 | — | |
| GraphNormMechanism=Graphwise controls2026.06 | 1.34 | 7 | — | |
| GraphScalarMechanism=Graphwise controls2026.06 | 0.9 | 6 | — | |
| Extra LayerNormMechanism=Capacity-only control2026.06 | 0.07 | 4 | — |