Researchers have conducted a comprehensive benchmarking of metagenomic binning tools, which has identified key factors that can improve genome recovery. The benchmarking involved testing various tools and methods on real datasets across different sequencing platforms and binning modes. The results have led to the development of new approaches and tools, such as BASALT and Taxometer, which aim to refine binning and improve taxonomic classification of metagenomic contigs.