Large language systems (LLMs) have achieved remarkable performances in various natural language processing tasks. Scientific text summarization is a particularly challenging task due to the specialized nature of scientific literature. Evaluating LLMs on this particular task requires meticulously constructed benchmarks and assessment tools. Severa