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CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

Zirui Wang
Mengzhou Xia
Luxi He
Howard Chen
Yitao Liu
Richard Zhu
Kaiqu Liang
Xindi Wu
Haotian Liu
Sadhika Malladi
Alexis Chevalier
Sanjeev Arora
Danqi Chen
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Papers citing "CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs"

9 / 9 papers shown
Title
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
Minzhi Lin
Tianchi Xie
Mengchen Liu
Yilin Ye
C. L. Philip Chen
Shixia Liu
24
0
0
25 May 2025
LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images?
LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images?
Maoyuan Ye
Jing Zhang
Juhua Liu
Bo Du
Dacheng Tao
LRM
80
0
0
18 May 2025
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models
Guanghao Zhou
Panjia Qiu
Chong Chen
Jiadong Wang
Zheming Yang
Jian Xu
Minghui Qiu
OffRL
LRM
84
4
0
30 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Jinguo Zhu
Weiyun Wang
Zhe Chen
Ziwei Liu
Shenglong Ye
...
Dahua Lin
Yu Qiao
Jifeng Dai
Wenhai Wang
Wei Wang
MLLM
VLM
98
56
1
14 Apr 2025
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
Ahmed Masry
Mohammed Saidul Islam
Mahir Ahmed
Aayush Bajaj
Firoz Kabir
...
Mehrad Shahmohammadi
Megh Thakkar
Md. Rizwan Parvez
E. Hoque
Shafiq Joty
ELM
70
2
0
07 Apr 2025
DomainCQA: Crafting Expert-Level QA from Domain-Specific Charts
DomainCQA: Crafting Expert-Level QA from Domain-Specific Charts
Ling Zhong
Yujing Lu
Jing Yang
Weiming Li
Peng Wei
Yongheng Wang
Manni Duan
Qing Zhang
99
2
0
25 Mar 2025
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation
Xuanle Zhao
Xianzhen Luo
Qi Shi
Chong Chen
Shuo Wang
Wanxiang Che
Zhiyuan Liu
MLLM
69
9
0
11 Jan 2025
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems
Zifeng Zhu
Mengzhao Jia
Zizhuo Zhang
Lang Li
Meng Jiang
LRM
80
3
0
18 Oct 2024
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding
Muye Huang
Han Lai
Xinyu Zhang
Wenjun Wu
Jie Ma
Lingling Zhang
Jun Liu
65
6
0
03 Sep 2024