Evaluation of the research trends in uveal melanoma in the past two decades. Data were extracted from the Web of Science database website. VOSviewer and Citespace software were used to analyze the retrieved data. The leading country in terms of output and international collaboration is the USA. Research interest in genetic mutations, molecular pathways, and immunotherapy was remarkable in recent years. Most of the top ten journals are specialized in ophthalmology. In recent years, the hotspots include future perspectives, mutation, therapeutic target, and systematic reviews. The keywords with the strongest citation bursts are immunotherapy, outcome, and in situ hybridization. The output of uveal melanoma research increased during the past two decades. Before 2015, the main focus of the research was to facilitate prognostication and metastatic risk stratification. Recently, research has moved to examine the metastatic microenvironment. Future research foci may include exploring the role of different mutations, immunotherapy, molecular alterations, and finding ideal clinical biomarkers.