A great number of studies have investigated science teaching and learning (STL) using data from the Trends in International Mathematics and Science Study (TIMSS) and Programme for International Student Assessment (PISA). Nevertheless, there is little effort to synthesise these studies. Reviewing the status of research on STL, including the trends, approaches, and findings is crucial for identifying research gaps that require greater attention. Consequently, this review synthesises empirical studies investigating STL using TIMSS and PISA. First, we mapped their characteristics based on the "aims," "data," "STL measures," and "research approaches." Second, patterns of the findings were summarized by focusing on the (1) "relationships between STL and student outcomes"; (2) "factors that explain STL variation"; and (3) "patterns of STL." Most studies examined STL related to inquiry activities and their relationships to student outcomes. Their findings were largely inconsistent and could be traced back to different ways STL was conceptualized and measured. This review calls for the studies examining TIMSS and PISA data to enhance the quality of research approaches and clarity in reporting them. It also encourages researchers to reflect upon the knowledge gained from harnessing these data to examine STL and discusses the challenges and opportunities that lie ahead.