The size of the group was not important.  The effect, however, is quite weak. The attraction was increased only by 2% (also men).

Walker D. & Vul D. I. E. (2013). Hierarchical Encoding Makes Individuals in a Group Seem More Attractive, Psychological Science. doi: 10.1177/0956797613497969
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