MUTAG

anchor

Findings

• IC-1044Counterfactual GNN explainers produce statistically infeasible recourses that violate topological constraints in molecular datasets [eval]
• IC-1045Factual GNN explanations do not capture the full data signal: retraining on explanations fails to reproduce predictions while retraining on residuals preserves them [eval]