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ResearchFormerly WizWand

Node-level explanation on UPFD

15.7Fidelity F1eXELnode
-0.6283.6117.8512.089May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
eXELnodeBackbone=SAGE2026.0515.7
GradCAMBackbone=GIN2026.0514.9
eXELnodeBackbone=GAT2026.0514.6
eXELnodeBackbone=GIN2026.0512.9
eXELnodeBackbone=GCN2026.0510
GradCAMBackbone=GAT2026.058.6
SABackbone=GAT2026.057.7
SABackbone=SAGE2026.056.2
SubgraphXBackbone=SAGE2026.054.2
GNNExpBackbone=SAGE2026.054.1
GradCAMBackbone=SAGE2026.053.6
GBPBackbone=SAGE2026.053.6
GNNExpBackbone=GAT2026.053.4
GradCAMBackbone=GCN2026.053.2
GraphMaskBackbone=SAGE2026.053.1
GBPBackbone=GAT2026.053
GBPBackbone=GIN2026.052.9
PGExpBackbone=SAGE2026.052.9
GBPBackbone=GCN2026.052.4
GraphMaskBackbone=GAT2026.052
GraphMaskBackbone=GCN2026.051.9
SubgraphXBackbone=GAT2026.051.9
PGExpBackbone=GAT2026.051.8
SubgraphXBackbone=GCN2026.051.2
SABackbone=GCN2026.051
GNNExpBackbone=GCN2026.050.7
SubgraphXBackbone=GIN2026.050.6
GNNExpBackbone=GIN2026.050.5
SABackbone=GIN2026.050.5
PGExpBackbone=GCN2026.050.2
PGExpBackbone=GIN2026.050.1
GraphMaskBackbone=GIN2026.050