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ResearchFormerly WizWand

Node-level explanation on MULTI

86.4Fidelity F1SubgraphX
-3.0420.1843.466.62May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SubgraphXBackbone=GCN2026.0586.4
SubgraphXBackbone=SAGE2026.0580.9
eXELnodeBackbone=GIN2026.0579.3
SubgraphXBackbone=GIN2026.0573.1
eXELnodeBackbone=GCN2026.0569.5
GBPBackbone=GIN2026.0559.6
GradCAMBackbone=GIN2026.0554.1
SABackbone=SAGE2026.0547.3
PGExpBackbone=GCN2026.0546.6
SABackbone=GIN2026.0545.6
GBPBackbone=GCN2026.0545.2
SubgraphXBackbone=GAT2026.0542.4
eXELnodeBackbone=SAGE2026.0539.4
SABackbone=GCN2026.0535.5
eXELnodeBackbone=GAT2026.0530.9
GNNExpBackbone=SAGE2026.0530.4
GraphMaskBackbone=GCN2026.0526.9
PGExpBackbone=SAGE2026.0526.5
GNNExpBackbone=GCN2026.0525.5
GradCAMBackbone=GCN2026.0523.7
GBPBackbone=SAGE2026.0523.2
GNNExpBackbone=GAT2026.0520.7
SABackbone=GAT2026.0520.6
GraphMaskBackbone=SAGE2026.0519.5
GNNExpBackbone=GIN2026.0516.6
GraphMaskBackbone=GAT2026.0515.6
PGExpBackbone=GAT2026.0514.9
GBPBackbone=GAT2026.0514.4
GraphMaskBackbone=GIN2026.0513.8
GradCAMBackbone=GAT2026.0513.1
GradCAMBackbone=SAGE2026.0512.6
PGExpBackbone=GIN2026.050.4