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ResearchFormerly WizWand

Subgraph Importance Estimation on ames (test)

26.5Fidelity F1eXEL
-0.1246.78813.720.612May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
eXELGNN Backbone=SAGE2026.0526.5
eXELGNN Backbone=GIN2026.0524.2
SAGNN Backbone=SAGE2026.0521.2
SubgraphXGNN Backbone=SAGE2026.0521.2
SubgraphXGNN Backbone=GCN2026.0519.4
SAGNN Backbone=GIN2026.0517.6
SubgraphXGNN Backbone=GIN2026.0517.4
eXELGNN Backbone=GAT2026.0516.8
GNNExpGNN Backbone=SAGE2026.0516
eXELGNN Backbone=GCN2026.0515.5
GBPGNN Backbone=SAGE2026.0514.7
GNNExpGNN Backbone=GAT2026.0514.6
GradCAMGNN Backbone=GIN2026.0514.4
GradCAMGNN Backbone=SAGE2026.0513.9
GNNExpGNN Backbone=GIN2026.0510.9
GraphMaskGNN Backbone=GIN2026.0510.3
GBPGNN Backbone=GAT2026.0510
GBPGNN Backbone=GIN2026.0510
SAGNN Backbone=GAT2026.059.9
GraphMaskGNN Backbone=SAGE2026.059.8
GNNExpGNN Backbone=GCN2026.058.2
PGExpGNN Backbone=GAT2026.057.4
GraphMaskGNN Backbone=GAT2026.057.2
PGExpGNN Backbone=GIN2026.056.2
PGExpGNN Backbone=SAGE2026.055.2
SAGNN Backbone=GCN2026.054.4
GraphMaskGNN Backbone=GCN2026.053.7
GradCAMGNN Backbone=GAT2026.053.5
GBPGNN Backbone=GCN2026.052.6
PGExpGNN Backbone=GCN2026.052.4
SubgraphXGNN Backbone=GAT2026.051.4
GradCAMGNN Backbone=GCN2026.050.9