The recent benchmark called OlympiadBench presents a unique and rigorous set of scientific problems to test the limits of large language models (LLMs) and assess progress towards Artificial General Intelligence (AGI).

Highlights of this research include:

• OlympiadBench contains 8,952 challenging problems from mathematics and physics Olympiad-level competitions.
• The benchmark is bilingual, featuring problems from the Chinese college entrance exam.
• Each issue includes detailed annotations for step-by-step expert reasoning.
• Models like GPT-4V were tested, with scores indicating a significant room for improvement, especially in physics reasoning.

OlympiadBench stands to push the development of AI by presenting models with complex, bilingual, multimodal tasks that require advanced reasoning capabilities. It reveals the current limitations of state-of-the-art models and marks a path for future advancements in AGI research.