Empirical Evaluation of Categorical Color Palettes for Multiclass Scatterplots

Hue variation is the primary factor for effective categorical color palette design, but lightness variation and perceptual uniformity also play notable roles in improving categorical perception and robustness across increasing numbers of categories.