This paper evaluates the predictions of two existing models of graph comprehension: BOZ (Casner, 1990) and UCIE (Lohse, 1993). Each model was implemented in Java and was used to make predictions about the relative efficiency of different graphical presentations of numerical data for use in different tasks. These predictions were then compared with the results of human subjects performing the sa...