Background . The World Health Organization recommended that 80% of communities in all countries should receive the standard dose of iron folic acid. But, in Ethiopia, this target was not yet achieved. The compliance of iron folic acid was also variable across each district. Therefore, the aim of this study was to assess women compliance with iron-folic acid supplementation and its association with a number of antenatal care visits in Ethiopia using systematic review and meta-analysis, 2018. Methods . In the current meta-analysis, the target variables were searched from different electronic database system like PubMed, Google Scholar, Science Direct, and Cochrane Library. To predict the pooled prevalence of compliance with iron-folic acid supplementation in Ethiopia, all original studies were considered. All necessary data were extracted by using a standardized data extraction format. The data were analyzed by using STATA 14 statistical software. Heterogeneity between the studies was assessed by Cochrane Q and I 2 tests. A random effect model was computed to estimate the pooled compliance with iron-folic acid supplementation. Results . Twelve full-text studies were included in the meta-analysis. The findings of this meta-analysis revealed that the pooled prevalence of compliance with iron-folic acid supplementation in Ethiopia was 43.63% (CI: 28.00, 59.25%). The women from the city administration had a high rate of compliance as compared with other regions of Ethiopia. The odds of having four or more antenatal care visit were the independent pooled predictor of compliance with iron-folic acid supplementation. Conclusion . Current compliance with iron-folic supplementation was lower than the World health organization recommendation. Mothers from the city administration who utilized the antenatal care four and above times, had high level compliance with iron-folic acid supplementation. Therefore, we recommended that women should visit the antenatal clinic four times to compliance with the iron folic acid supplementation.