Chinese physiognomy is widely circulated in the Chinese world, but it can't be exposed in the academic literature since lack of scientific evidence. Western physiognomy research exhibits from 2000, but seems lack of the evidence between the relationship of face characteristics and objective indicators. In this study, we exam the relationship between college students' self-evaluation and facial features scores from physiognomists. The results show that "eye/nose" (interpretation of "creativity") and "optimism" have positive relationship; "eye/forehead" (interpretation of "memory") and "optimism" have negative relationship"; "eyebrow/nose" (interpretation of "effort") has negative relationship with "self-confidence"; "eyebrow/mouth" (interpretation of "responsibility") has a positive relationship with "academic achievement".