When comparing peptide identification across multiple pipelines, understanding which peptides are unique to a specific method and which are shared between pipelines is crucial for evaluating their performance. The UpSet plot for Sample S11 displays the intersection sizes between the four pipelines, highlighting how many peptides are shared or exclusive to each pipeline.