TopoExplorer finds correlation between graph metrics and downstream model performance
mathildepapillo · x · 2026-08-18
TopoExplorer computes basic graph metrics corresponding to the lifted dataset. Across 20 benchmark datasets, it finds that some pre-training metrics correlate with downstream model performance, especially for higher-order neighborhoods.
Related event: TopoExplorer Opens the Black Box of Topological Datasets(3 posts)→
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