Functional oxide materials have emerged as promising candidates for the removal of heavy metals from various environmental matrices. This review provides an in-depth analysis of recent advancements in the field of functional oxide materials for heavy metal removal. The review covers the synthesis methods, mechanisms of adsorption, and applications of these materials in addressing heavy metal pollution. Through a comprehensive examination of literature, this review aims to highlight the potential of functional oxide materials as efficient and sustainable solutions for heavy metal remediation.