This project is designed to assess the performance of single-cell methodologies, which include integration, cell typing, and spatial cell type deconvolution. Despite the frequent application of these techniques across various studies, their efficacy across disparate organs and tissues, as well as at varying scales, remains inadequately understood. In addition, the project will undertake a comparative analysis of several of the most widely employed tools in the field.