Performance =========== The performance section distinguishes between the exact CoreSG path and the approximate ScoreSG path. Exact CoreSG demonstrates reusable multi-``k`` extraction, but its dense pairwise construction creates a practical ``n_samples`` limit. ScoreSG is the scalable alternative for larger sample counts and is therefore included as a first-class performance result. .. toctree:: :maxdepth: 1 methodology repeated_multi_k runtime_comparison score_sg_results scaling interpreting_results limitations