Quantum dots (QDs) have emerged as a viable alternative to conventional organic solar cells due to their enhanced light absorption and tunable band gap. Lead selenide (PbSe) QDs, in particular, exhibit exceptional photovoltaic performance owing to their high absorption coefficient. This review article provides a comprehensive analysis of recent adv