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2505.24714
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FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
30 May 2025
Junyu Luo
Zhizhuo Kou
Liming Yang
Xiao Luo
Jinsheng Huang
Zhiping Xiao
Jingshu Peng
Chengzhong Liu
Jiaming Ji
Xuanzhe Liu
Sirui Han
Ming Zhang
Wenhan Luo
Re-assign community
ArXiv (abs)
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HuggingFace (36 upvotes)
Papers citing
"FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation"
7 / 7 papers shown
FinCriticalED: A Visual Benchmark for Financial Fact-Level OCR Evaluation
Yueru He
Xueqing Peng
Yupeng Cao
Yan Wang
Lingfei Qian
...
Mingquan Lin
Prayag Tiwari
Jimin Huang
Guojun Xiong
Sophia Ananiadou
268
0
0
19 Nov 2025
FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation
Song Jin
Shuqi Li
Shukun Zhang
Rui Yan
AIFin
564
1
0
10 Nov 2025
FinMR: A Knowledge-Intensive Multimodal Benchmark for Advanced Financial Reasoning
Shuangyan Deng
Haizhou Peng
Jiachen Xu
Rui Mao
Ciprian Doru Giurcăneanu
J. Liu
AIFin
271
0
0
09 Oct 2025
MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models
Fan Zhang
Minghan Li
Chong Deng
Xue Yang
Zheng Lian
...
Xian Wu
Kun Wang
Xiangang Li
Jieping Ye
Pheng-Ann Heng
AI4MH
168
3
0
11 Aug 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging
Zichen Tang
Haihong E
Jiacheng Liu
Zhongjun Yang
Rongjin Li
...
Yiling Huang
Xinyi Hu
Qing Huang
Zijian Xie
Shiyao Peng
159
2
0
06 Aug 2025
Advancing Financial Engineering with Foundation Models: Progress, Applications, and Challenges
L. Chen
Shuoling Liu
Jiangpeng Yan
Xiaoyu Wang
Henglin Liu
...
Kecheng Jiao
Jixuan Ying
Yang Liu
Qiang Yang
Xiu Li
AIFin
AI4TS
AI4CE
202
1
0
07 Jul 2025
Automate Strategy Finding with LLM in Quant Investment
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Zhizhuo Kou
Holam Yu
Junyu Luo
Jingshu Peng
Xujia Li
Chengzhong Liu
Juntao Dai
Lei Chen
Sirui Han
Wenhan Luo
AIFin
544
22
0
10 Sep 2024
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