Background: Depression is a leading cause of disability worldwide, and women of reproductive age account for a particularly large share of this burden. In this population, intimate partner violence (IPV) is both highly prevalent and a major, yet still insufficiently quantified contributor to depression‐related health loss, especially in low‐ and middle‐income settings. Because both depression and IPV are sensitive to reporting practices, diagnostic access, stigma, and survey coverage, comparative assessments based on standardized modeled estimates are essential but require cautious interpretation. Objectives: To analyze Global Burden of Disease (GBD)–modeled estimates of the global, regional, and national burdens and temporal trends of depression and GBD‐defined IPV‐attributable depressive disorder burden among women aged 15–49 years from 1990 to 2023; assess disparities across sociodemographic development levels and world regions; and project the future burden and its main drivers through 2050 to inform strategies for improving women’s mental health and IPV. Methods: Using GBD 1990–2023 standardized modeled estimates, we extracted incident cases, prevalent cases, YLDs, DALYs, and corresponding age‐standardized rates. For IPV‐attributable depressive disorder burden, defined according to the GBD comparative risk assessment framework, we extracted attributable DALYs, attributable YLDs, and their corresponding age‐standardized rates among women aged 15–49 years across 204 countries and territories. Temporal trends were evaluated using estimated annual percentage change (EAPC) across Sociodemographic Index (SDI), region, country, and age group. Hierarchical clustering was applied to identify regional trajectory patterns. Bayesian age–period–cohort, autoregressive integrated moving average, and exponential smoothing models were used to project the burden from 2024 to 2050. The Das–Gupta decomposition was employed to partition changes in DALYs into contributions from population growth, population age structure, and epidemiological effects. Results: In 2023, GBD estimates indicated approximately 113 million incident cases and 119 million prevalent cases of depressive disorders among women aged 15–49 years resulting in 21.44 million DALYs globally. From 1990 to 2023, estimated age‐standardized DALY rates increased for both overall depressive disorders and IPV‐attributable depressive disorder burden (RAPC 0.8% for each), with the most rapid estimated increases observed in middle‐SDI settings, Southeast Asia, Western Europe, Oceania, and among women aged 15–29 years. Model‐based projections suggested that, if historical trends persist, DALY and prevalence rates for depressive disorders may continue to increase, while IPV‐attributable DALY rates may also rise; incidence‐related indicators remained relatively stable. Decomposition analyses suggested that the increase in DALYs was mainly explained by population growth and changes in age‐specific burden rates, with rate‐related components contributing more prominently in high‐SDI settings. Conclusions: Standardized GBD‐modeled estimates suggest that the burden of depressive disorders and GBD‐defined IPV‐attributable attributable depressive disorder among women of reproductive age has risen steadily over the past three decades, and global and national strategies should prioritize integrating depression screening and early intervention into maternal, reproductive, and primary care services; systematically embedding IPV prevention and psychosocial support into women’s health programs; and tailoring mental health and violence prevention investments to sociodemographic development levels and regional contexts.