The Shapley value analysis of the model trained with the native featurizer reveals that some features contribute far more significantly than others. Figure shows the results from the analysis for Native and RIGR models on K-Means split. The results for the random split are presented in Section S4. tive accuracy while simplifying the interpretation of results. RIGR offers this alternative for molecular property prediction.