FinMMEval 2026 benchmarks multilingual financial QA systems

arXiv: AI + Accounting · Zhuohan Xie, Xueqing Peng & 19 others · July 22, 2026 · 1 min read · Relevance: 72/100

New evaluation framework tests AI systems on multilingual financial question answering across English, Chinese, Japanese, Spanish, and Greek with 256 benchmark items.

LLM pipelines for financial extraction work across languages without retraining
Google's Gemini 4 Argon tops accounting AI benchmark at 91.1% accuracy
Study reveals LLMs struggle to align financial concepts across languages

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LLM pipelines for financial extraction work across languages without retraining

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