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ResearchFormerly WizWand

Node-level explanation on MOTIF

81.6Fidelity F1SubgraphX
-2.6419.2341.162.97May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SubgraphXBackbone=SAGE2026.0581.6
eXELnodeBackbone=GIN2026.0580
SubgraphXBackbone=GCN2026.0579.1
SubgraphXBackbone=GIN2026.0573.4
eXELnodeBackbone=GCN2026.0565.9
GBPBackbone=GIN2026.0558.7
GradCAMBackbone=GIN2026.0556.4
SABackbone=GIN2026.0553.9
GBPBackbone=GCN2026.0549
PGExpBackbone=GCN2026.0542.9
SubgraphXBackbone=GAT2026.0540.6
eXELnodeBackbone=SAGE2026.0538.2
SABackbone=GCN2026.0536.3
SABackbone=SAGE2026.0532.3
PGExpBackbone=SAGE2026.0532.3
GBPBackbone=SAGE2026.0531.3
eXELnodeBackbone=GAT2026.0531.2
GNNExpBackbone=SAGE2026.0527
GraphMaskBackbone=GCN2026.0524.4
GradCAMBackbone=GCN2026.0524.3
GNNExpBackbone=GCN2026.0522.6
GNNExpBackbone=GAT2026.0520.3
GraphMaskBackbone=SAGE2026.0520
GraphMaskBackbone=GAT2026.0517
PGExpBackbone=GAT2026.0516.4
GNNExpBackbone=GIN2026.0516.4
SABackbone=GAT2026.0516.2
GBPBackbone=GAT2026.0514.3
GraphMaskBackbone=GIN2026.0513
GradCAMBackbone=GAT2026.0511
GradCAMBackbone=SAGE2026.0510.3
PGExpBackbone=GIN2026.050.6