The study initiated a project exploring a contribution of creative perception to creative behavior. This study investigated the factors in creative self-perception contributing to creative potential. Creative potential was operationalized as divergent thinking and measured by the Abbreviated Torrance Test for Adults. Creative self-perception was operationalized as creative self-efficacy and assessed by Khatena-Torrance Creative Perception Inventory. Undergraduate college students’ creative self-efficacy was found to make a reliable and measurable contribution to their divergent thinking performance. Specifically, fluency was predicted by initiative and intellectuality, originality—by initiative, and flexibility—by environmental sensitivity and self-strength. These findings suggested that in addition to process, product, person, place, persuasion, and potential perspectives, creativity construct could be evaluated from a standpoint of creative perception.