Are Population Graphs Really as Powerful as Believed?

The question of whether existing graph construction methods are really strong enough is raised by showing that simple baseline methods, such as random forests or linear regressions, perform on par with advanced graph learning models on several population graph datasets for a variety of different clinical applications.