This repo contains datasets and code to reproduce evaluation of baseline models on datasets from A critical look at evaluation of GNNs under heterophily: Are we really making progress? paper.
All the datasets are in data folder. To reproduce the evaluation of a model, run train.py with the desired set of parameters.
To reproduce the evaluation of heterophily-specific models, please, refer another another repo.