The critical elements of a festival display brief include background and objectives of the company, detailed description of the target audience, comprehensive brand identity guidelines, layout and space specifications, key messages to convey, functional requirements of the display, budget constraints, and a project timeline. These elements ensure that the brief is thorough and provides all necessary information for the design team.