PURPOSE Evaluation of the research trends in uveal melanoma in the past two decades.METHODS Data were extracted from the Web of Science database website. VOSviewer and Citespace software were used to analyze the retrieved data. RESULTS The leading country in terms of output and international collaboration is the United States. 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, BAB1 mutation, therapeutic target, and systematic reviews. The keywords with the strongest citation bursts are immunotherapy, outcome, and in situ hybridization. CONCLUSION The output of uveal melanoma research increased during the past two decades. Future research foci may include exploring different mutations role, immunotherapy, molecular alterations, and finding ideal clinical biomarkers.