2 papers
cs.AI2025
FinMR: A Knowledge-Intensive Multimodal Benchmark for Advanced Financial Reasoning
Shuangyan Deng, Haizhou Peng, Jiachen Xu +3
Multimodal Large Language Models (MLLMs) have made substantial progress in recent years. However, their rigorous evaluation within specialized domains like finance is hindered by t…
cs.AI2025
Understanding Financial Reasoning in AI: A Multimodal Benchmark and Error Learning Approach
Shuangyan Deng, Haizhou Peng, Jiachen Xu +3
Effective financial reasoning demands not only textual understanding but also the ability to interpret complex visual data such as charts, tables, and trend graphs. This paper intr…