Previous studies have documented moderate-to-large associations between ratings of physical attractiveness and other interpersonal traits, but this research has invariably relied on within-subjects designs that leave open the possibility of halo effects or response biases. In the present study, 40 men completed the Photographic Figure Rating Scale in a within-subjects design, rating the figures for physical attractiveness, health, and suitability as a long-term partner. In addition, 108 men completed the same scale in a between-subjects design, being randomly allocated to one of three subgroups where they rated the figures for attractiveness, health, or suitability as a long-term partner. Results indicated no significant differences in ratings for the within-subjects participants. In contrast, there were significant differences in ratings for the between-subjects design. These results highlight the importance of considering halo and response bias effects when designing studies of interpersonal judgements and interpreting their results.