Some recent benchmark studies.

<p>The table provides insights into some of the state-of-the-art research works and the research gaps found by the current investigation. Notably, one common limitation is that no research addressed the issue of data imbalance. Additionally, no previous study focused on establishing a transparent generalized pipeline for brain tumor classification by incorporating advanced GAN techniques and XAI.</p> <p>(DOCX)</p>