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Columbia University ♠, New York University ♢, Barnard College
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Even state-of-the-art LLMs like GPT-5.2 falter in LakeQA, scoring just 18.37% on a benchmark that demands both searching and multi-hop reasoning.
VISTA reveals that integrating UI and API interactions can drastically enhance the realism and comprehensiveness of agent evaluations, outperforming existing benchmarks.
