2026
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems
ICLR 2026poster
In recent years, the research focus of large language models (LLMs) and agents has shifted increasingly from demonstrating novel capabilities to complex reasoning and tackling challenging tasks. However, existing evaluations focus mainly on math/code contests or general tasks, while existing multi-d…