This document contains the notes from a lecture on information visualization given by Erik Duval. It discusses state-of-the-art evaluation methods for information visualization, including controlled experiments, usability evaluations, case studies and natural environment studies. It also mentions challenges with evaluation and replicating results. The notes raise questions about the students' work and plans for a final demo the following week.