Invariant-Based Diagnostics for Graph Benchmarks

Richard von Moos, Mathieu Alain, Bastian Rieck

Progress on graph foundation models is hindered by benchmark practices that conflate the contributions of node features and graph structure, making it hard to tell whether a model…