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Fifty-three men and 56 women viewed brief video segments of 32 male targets and rated them on three personality traits: extraversion, neuroticism, and masculinity-femininity (M-F). Judges were assessed on general intelligence, Big Five traits, and gender-related traits. Two measures of accuracy were computed: 1) consensus accuracy, which measured the correlation between judges' ratings and corresponding ratings made by previous judges, and 2) trait accuracy, which measured the correlation between judges' ratings and targets' assessed personality. There was no gender difference in overall accuracy. However, women showed higher trait accuracy than men in judging neuroticism. Consensus accuracy exceeded trait accuracy, and extraversion and M-F were judged more accurately than neuroticism. M-F judgments showed the highest level of consensus accuracy. Judges' intelligence correlated positively with accuracy. Except for openness, personality traits were generally unrelated to accuracy.