Sikun Guo

IdeaBench: Benchmarking Large Language Models for Research Idea Generation

2025

Large Language Models (LLMs) have revolutionized interactions between human and artificial intelligence (AI) systems, demonstrating state-of-the-art performance across various domains, including scientific discovery and hypothesis generation. However, the absence of a comprehensive and systematic evaluation …