ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

19 March 2022

Papers citing "ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning"

50 / 114 papers shown

Title
Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues? Haibin He Maoyuan Ye Jing Zhang Xiantao Cai Juhua Liu Bo Du Dacheng Tao LRM 2 0 0 19 May 2025
Top-Down Compression: Revisit Efficient Vision Token Projection for Visual Instruction Tuning Bonan li Zicheng Zhang Songhua Liu Weihao Yu Xinchao Wang VLM 2 0 0 17 May 2025
PsOCR: Benchmarking Large Multimodal Models for Optical Character Recognition in Low-resource Pashto Language Ijazul Haq Yingjie Zhang Irfan Ali Khan 32 0 0 15 May 2025
Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput Bo Zhang Shuo Li Runhe Tian Yang Yang Jixin Tang Jinhao Zhou Lin Ma VLM 30 0 0 14 May 2025
Critique Before Thinking: Mitigating Hallucination through Rationale-Augmented Instruction Tuning Zexian Yang Dian Li Dayan Wu Gang Liu Weiping Wang MLLM LRM 41 0 0 12 May 2025
Visual Instruction Tuning with Chain of Region-of-Interest Yixin Chen Shuai Zhang Boran Han Bernie Wang 26 0 0 11 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Xuzhi Zhang Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 74 0 0 05 May 2025
GDI-Bench: A Benchmark for General Document Intelligence with Vision and Reasoning Decoupling Siqi Li Yufan Shen Xiangnan Chen Jiayi Chen Hengwei Ju ... Licheng Wen Botian Shi Y. Liu Xinyu Cai Yu Qiao VLM ELM 91 0 0 30 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 86 2 0 26 Apr 2025
Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning Chris Yichen Wei Yi Peng Xuben Wang Weijie Qiu ... Jianhao Zhang Y. Hao Xuchen Song Yang Liu Yahui Zhou OffRL AI4TS SyDa LRM VLM 79 0 0 23 Apr 2025
ZipR1: Reinforcing Token Sparsity in MLLMs Feng Chen Yefei He Lequan Lin Jiaheng Liu Bohan Zhuang Qi Wu 48 0 0 23 Apr 2025
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models Weiye Xu Jun Wang Weiyun Wang Zhe Chen Wengang Zhou ... Xiaohua Wang Xizhou Zhu Wenhai Wang Jifeng Dai Jinguo Zhu VLM LRM 55 1 0 21 Apr 2025
FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding Zheng Liu Mengjie Liu Jianfei Chen Jingwei Xu Bin Cui Zeang Sheng Wentao Zhang MLLM 59 0 0 14 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Z. Liu Shenglong Ye ... Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang Wei Wang MLLM VLM 70 15 1 14 Apr 2025
MM-IFEngine: Towards Multimodal Instruction Following Shengyuan Ding Shenxi Wu Xiangyu Zhao Yuhang Zang Haodong Duan Xiaoyi Dong Pan Zhang Yuhang Cao Dahua Lin Jiaqi Wang OffRL 60 1 0 10 Apr 2025
OmniCaptioner: One Captioner to Rule Them All Yiting Lu Jiakang Yuan Zhen Li Jike Zhong Qi Qin ... Lei Bai Zhibo Chen Peng Gao Bo Zhang Peng Gao MLLM 81 0 0 09 Apr 2025
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 Chenyu You ELM 33 0 0 07 Apr 2025
QID: Efficient Query-Informed ViTs in Data-Scarce Regimes for OCR-free Visual Document Understanding Binh M. Le Shaoyuan Xu Jinmiao Fu Zhishen Huang Moyan Li Yanhui Guo Hongdong Li Sameera Ramasinghe Bryan Wang 35 0 0 03 Apr 2025
Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks Jiawei Wang Yushen Zuo Yuanjun Chai Ziqiang Liu Yichen Fu Yichun Feng Kin-Man Lam AAML VLM 44 0 0 02 Apr 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization Iñigo Pikabea Iñaki Lacunza Oriol Pareras Carlos Escolano Aitor Gonzalez-Agirre Javier Hernando Marta Villegas VLM 52 0 0 28 Mar 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning Yiwei Ma Guohai Xu Xiaoshuai Sun Jiayi Ji Jie Lou Debing Zhang Rongrong Ji 95 0 0 26 Mar 2025
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment Yucheng Suo Fan Ma Linchao Zhu T. Wang Fengyun Rao Yi Yang LRM 77 0 0 26 Mar 2025
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 47 0 0 25 Mar 2025
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering Zixin Chen Sicheng Song Kashun Shum Yanna Lin Rui Sheng Huamin Qu 62 2 0 23 Mar 2025
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search Yiming Jia Jiashi Li Xiang Yue Bo Li Ping Nie Kai Zou Wenhu Chen LRM 79 2 0 13 Mar 2025
Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis Letian Zhang Quan Cui Bingchen Zhao Cheng Yang MLLM SyDa 54 0 0 11 Mar 2025
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models Wenxuan Huang Bohan Jia Zijie Zhai Shaosheng Cao Zheyu Ye Fei Zhao Zhe Xu Yao Hu Shaohui Lin MU OffRL LRM MLLM ReLM VLM 59 45 0 09 Mar 2025
Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts Xiangnan Chen Yuancheng Fang Qian Xiao Juncheng Billy Li J. Lin Siliang Tang Yi Yang Yueting Zhuang 70 0 0 06 Mar 2025
A Token-level Text Image Foundation Model for Document Understanding Tongkun Guan Zining Wang Pei Fu Zhengtao Guo Wei-Ming Shen ... Chen Duan Hao Sun Qianyi Jiang Junfeng Luo Xiaokang Yang VLM 45 1 0 04 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Wenjie Qu Xiren Zhou MoE SyDa 76 28 0 03 Mar 2025
ABC: Achieving Better Control of Multimodal Embeddings using VLMs Benjamin Schneider Florian Kerschbaum Wenhu Chen 162 0 0 01 Mar 2025
RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete Yuheng Ji Huajie Tan Jiayu Shi Xiaoshuai Hao Yuan Zhang ... Huaihai Lyu Xiaolong Zheng Jiaming Liu Zhongyuan Wang Shanghang Zhang 102 8 0 28 Feb 2025
Protecting multimodal large language models against misleading visualizations Jonathan Tonglet Tinne Tuytelaars Marie-Francine Moens Iryna Gurevych 60 2 0 27 Feb 2025
LiGT: Layout-infused Generative Transformer for Visual Question Answering on Vietnamese Receipts Thanh-Phong Le Trung Le Chi Phan Nghia Hieu Nguyen Kiet Van Nguyen ViT 49 0 0 26 Feb 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 90 3 0 26 Feb 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference Xiangyu Zhao Shengyuan Ding Zicheng Zhang Haian Huang Maosong Cao ... Wenhai Wang Guangtao Zhai Haodong Duan Hua Yang Kai Chen 126 7 0 25 Feb 2025
MOVE: A Mixture-of-Vision-Encoders Approach for Domain-Focused Vision-Language Processing Matvey Skripkin Elizaveta Goncharova Dmitrii Tarasov Andrey Kuznetsov 67 0 0 24 Feb 2025
Magma: A Foundation Model for Multimodal AI Agents Jianwei Yang Reuben Tan Qianhui Wu Ruijie Zheng Baolin Peng ... Seonghyeon Ye Joel Jang Yuquan Deng Lars Liden Jianfeng Gao VLM AI4TS 122 9 0 18 Feb 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark Navve Wasserman Roi Pony O. Naparstek Adi Raz Goldfarb Eli Schwartz Udi Barzelay Leonid Karlinsky 3DV VLM 90 1 0 17 Feb 2025
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding Kung-Hsiang Huang Can Qin Haoyi Qiu Philippe Laban Chenyu You Caiming Xiong C. Wu VLM 150 1 0 17 Feb 2025
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval Ze Liu Junjie Zhou Yueze Wang Zheng Liu Defu Lian OffRL 124 0 0 17 Feb 2025
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking Jinyang Wu Mingkuan Feng Shuai Zhang Ruihan Jin Feihu Che Zengqi Wen J. Tao LRM 68 8 0 04 Feb 2025
Calling a Spade a Heart: Gaslighting Multimodal Large Language Models via Negation Bin Zhu Hui yan Qi Yinxuan Gui Jingjing Chen Chong-Wah Ngo Ee-Peng Lim 138 1 0 31 Jan 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures Shivalika Singh Nakul Sharma Manish Gupta Anand Mishra 55 1 0 28 Jan 2025
Baichuan-Omni-1.5 Technical Report Yadong Li Jiaheng Liu Tao Zhang Tao Zhang Tian Jin ... Jianhua Xu Haoze Sun Mingan Lin Zenan Zhou Xin Wu AuLLM 72 12 0 28 Jan 2025
Patent Figure Classification using Large Vision-language Models Sushil Awale Eric Müller-Budack Ralph Ewerth 38 0 0 22 Jan 2025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model Yuhang Zang Xiaoyi Dong Pan Zhang Yuhang Cao Ziyu Liu ... Haodong Duan Feiyu Xiong Kai Chen Dahua Lin Jiaqi Wang VLM 74 19 0 21 Jan 2025
LEO: Boosting Mixture of Vision Encoders for Multimodal Large Language Models Mozhgan Nasr Azadani James Riddell Sean Sedwards Krzysztof Czarnecki MLLM VLM 47 2 0 13 Jan 2025
MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data Curation S. Joshi Besmira Nushi Vidhisha Balachandran Varun Chandrasekaran Vibhav Vineet Neel Joshi Baharan Mirzasoleiman MLLM VLM 49 0 0 07 Jan 2025
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation Yuhui Zhang Yuchang Su Yiming Liu Xiaohan Wang James Burgess ... Josiah Aklilu Alejandro Lozano Anjiang Wei Ludwig Schmidt Serena Yeung-Levy 61 3 0 06 Jan 2025