Multimodal

CFBenchmark-MM: Chinese Financial Assistant Benchmark for Multimodal Large Language Model

Jiangtong Li, Yiyun Zhu, Dawei Cheng, Zhijun Ding, Changjun Jiang

Big Data Mining and Analytics (BDMA 2026)

Large Language Model Financial Benchmark Multimodal

FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design

Kai Lan, Jiayong Zhu, Jiangtong Li, Dawei Cheng, Guang Chen, Changjun Jiang

Under Review

Large Language Model Financial Reasoning Multimodal

FinDocMRE: A Benchmark for Document-Level Financial Multimodal Reasoning Evaluation

Jiayong Zhu, Jiangtong Li, Jinru Ding, Dawei Cheng, Jie Xu, Feng Yu

Under Review

Large Language Model Financial Benchmark Multimodal