2026
Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts
AAAI 2026technical
With the growing number of submitted scientific papers, there is an increasing demand for systems that can assist reviewers in evaluating research claims. Experimental results are a core component of scientific work, often presented in varying formats such as tables or charts. Understanding how robu