This paper first analyzes the current situation facing the development of professional education of drama, film and television performance and the innovation opportunities of interprofessional talent training mode for drama, film and television performance. Secondly, the evaluation system of interprofessional talent cultivation quality is constructed, and then the evaluation model is constructed using the algorithms of subjective and objective weight combination method, hierarchical analysis method and entropy value method, and the evaluation data are pre-processed, and the indicators are assigned weights. Finally, the quantitative data analysis was carried out by testing the index weights and evaluating the index. The results showed that from the index weights, the six index weights of psychological quality, ideological and moral quality, knowledge and cultural cultivation, learning ability, communication ability, and practical ability were 0.0971, 0.2269, 0.1911, 0.2416, 0.1184, and 0.1249, respectively.