Supplementary materials are crucial for several reasons. Firstly, they provide transparency and allow other researchers to reproduce the experiments. Secondly, they offer detailed insights that might be too extensive for the main text, thus avoiding clutter while still providing all necessary information. Thirdly, they often contain additional data sets that can be used for further analysis or to support the main findings of the research.