In forensic anthropology, sex estimation commonly relies on Walker’s morphological scoring system, which assesses five cranial traits: the mastoid process, glabella, supraorbital ridge, nuchal crest, and mental eminence. Among these, the mental eminence is a critical feature, but its complex, irregular three-dimensional structure-prone to population-specific variation-makes it difficult to analyze using traditional metric techniques. This study aimed to evaluate the effectiveness of a metric approach by measuring the surface area of the mental eminence on 3D reconstructed CT images of Korean mandibles. It also compared the results with a previously established non-metric method developed for non-Korean populations. A total of 645 CT scans of adult Korean mandibles (355 males, 290 females), all from individuals over age 20 without fractures or deformities, were analyzed. Of these, 100 were randomly selected for non-metric analysis, and the remaining 545 were used for metric evaluation. For the non-metric method, the final sex estimation results showed a sex-matching rate of 41%, with 49% classified as indeterminate and 10% misclassified. Specifically, the sex-matching rate was 43% for males and 39% for females. In contrast, the metric method demonstrated that the surface area of the mental eminence was significantly larger in males than in females. The sex-matching rate for the metric method was 71% (66.7% for males and 75.5% for females). Consequently, the application of the metric method based on the mental eminence surface area improved sex estimation accuracy by 30% compared to the non-metric method. The proposed metric method for sex estimation is more suitable for Korean skulls than for those of non-Korean populations and demonstrates greater accuracy and reliability compared to the non-metric method. The findings of this study suggest a novel approach to sex estimation using a metric method that had previously been underutilized due to the structural complexity of the mental eminence. This measurement technique is expected to enhance the accuracy of sex estimation based on the mental eminence, particularly in the Korean population, where sexual dimorphism is less pronounced compared to foreign populations.