PlotQA: Reasoning over Scientific Plots

3 September 2019

Mitesh M. Khapra

Papers citing "PlotQA: Reasoning over Scientific Plots"

49 / 49 papers shown

Title
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization Junlei Zhang Zichen Ding Chang Ma Zijie Chen Qiushi Sun Zhenzhong Lan Junxian He 213 1 0 14 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 35 0 0 07 Apr 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 97 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 1 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
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 61 46 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 52 1 0 04 Mar 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
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation Yue Yang Ajay Patel Matt Deitke Tanmay Gupta Luca Weihs ... Mark Yatskar Chris Callison-Burch Ranjay Krishna Aniruddha Kembhavi Christopher Clark SyDa 78 2 0 20 Feb 2025
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence Granite Vision Team Leonid Karlinsky Assaf Arbelle Abraham Daniels A. Nassar ... Sriram Raghavan T. Syeda-Mahmood Peter W. J. Staar Tal Drory Rogerio Feris VLM AI4TS 114 0 0 14 Feb 2025
Baichuan-Omni-1.5 Technical Report Yadong Li Qingbin Liu Tao Zhang Tao Zhang Tian Jin ... Jianhua Xu Haoze Sun Mingan Lin Zenan Zhou Xin Wu AuLLM 83 13 0 28 Jan 2025
Patent Figure Classification using Large Vision-language Models Sushil Awale Eric Müller-Budack Ralph Ewerth 40 0 0 22 Jan 2025
HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding Chenxin Tao Shiqian Su X. Zhu Chenyu Zhang Zhe Chen ... Wenhai Wang Lewei Lu Gao Huang Yu Qiao Jifeng Dai MLLM VLM 115 2 0 20 Dec 2024
Chimera: Improving Generalist Model with Domain-Specific Experts Tianshuo Peng Mingxing Li Hongbin Zhou Renqiu Xia Renrui Zhang ... Aojun Zhou Botian Shi Tao Chen Bo Zhang Xiangyu Yue 90 5 0 08 Dec 2024
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems Zifeng Zhu Mengzhao Jia Zizhuo Zhang Lang Li Meng Jiang LRM 37 3 0 18 Oct 2024
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models Aditya Sharma Aman Dalmia Mehran Kazemi Amal Zouaq Christopher J. Pal LRM 31 0 0 17 Oct 2024
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents S. Yu C. Tang Bokai Xu Junbo Cui Junhao Ran ... Zhenghao Liu Shuo Wang Xu Han Zhiyuan Liu Maosong Sun VLM 39 25 0 14 Oct 2024
Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training Gen Luo Xue Yang Wenhan Dou Zhaokai Wang Jifeng Dai Jifeng Dai Yu Qiao Xizhou Zhu VLM MLLM 73 26 0 10 Oct 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback Fatemeh Pesaran Zadeh Juyeon Kim Jin-Hwa Kim Gunhee Kim ALM 59 3 0 05 Oct 2024
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 45 4 0 03 Sep 2024
EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model Feipeng Ma Yizhou Zhou Hebei Li Zilong He Siying Wu Fengyun Rao Siying Wu Fengyun Rao Yueyi Zhang Xiaoyan Sun 41 3 0 21 Aug 2024
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers Shraman Pramanick Rama Chellappa Subhashini Venugopalan 50 15 0 12 Jul 2024
First Multi-Dimensional Evaluation of Flowchart Comprehension for Multimodal Large Language Models Enming Zhang Ruobing Yao Huanyong Liu Junhui Yu Jiale Wang ELM LRM 55 0 0 14 Jun 2024
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation Cheng Yang Chufan Shi Yaxin Liu Bo Shui Junjie Wang ... Yuxiang Zhang Gongye Liu Xiaomei Nie Deng Cai Yujiu Yang MLLM LRM 51 24 0 14 Jun 2024
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models Tianle Gu Zeyang Zhou Kexin Huang Dandan Liang Yixu Wang ... Keqing Wang Yujiu Yang Yan Teng Yu Qiao Yingchun Wang ELM 52 13 0 11 Jun 2024
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA Zhuowan Li Bhavan A. Jasani Peng Tang Shabnam Ghadar LRM 39 8 0 25 Mar 2024
ChartReformer: Natural Language-Driven Chart Image Editing Pengyu Yan Mahesh Bhosale Jay Lal Bikhyat Adhikari David Doermann 34 7 0 01 Mar 2024
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials Wonjoong Kim S. Park Yeonjun In Seokwon Han Chanyoung Park LRM ReLM 32 3 0 22 Feb 2024
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning Renqiu Xia Bo Zhang Hancheng Ye Xiangchao Yan Qi Liu ... Min Dou Botian Shi Junchi Yan Junchi Yan Yu Qiao LRM 66 56 0 19 Feb 2024
ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning Fanqing Meng Wenqi Shao Quanfeng Lu Peng Gao Kaipeng Zhang Yu Qiao Ping Luo 34 46 0 04 Jan 2024
Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization Do Xuan Long Mohammad Hassanpour Ahmed Masry P. Kavehzadeh Enamul Hoque Chenyu You LRM 30 9 0 17 Dec 2023
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning Kung-Hsiang Huang Mingyang Zhou Hou Pong Chan Yi R. Fung Zhenhailong Wang Lingyu Zhang Shih-Fu Chang Chenhui Xu 21 33 0 15 Dec 2023
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning Fuxiao Liu Xiaoyang Wang Wenlin Yao Jianshu Chen Kaiqiang Song Sangwoo Cho Yaser Yacoob Dong Yu 26 100 0 15 Nov 2023
DCQA: Document-Level Chart Question Answering towards Complex Reasoning and Common-Sense Understanding Anran Wu Luwei Xiao Xingjiao Wu Shuwen Yang Junjie Xu Zisong Zhuang Nian Xie Cheng Jin Liang He 32 0 0 29 Oct 2023
GenPlot: Increasing the Scale and Diversity of Chart Derendering Data Brendan Artley 23 1 0 20 Jun 2023
Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs Mingyang Zhou Yi R. Fung Long Chen Christopher Thomas Heng Ji Shih-Fu Chang 26 11 0 29 May 2023
PDFVQA: A New Dataset for Real-World VQA on PDF Documents Yihao Ding Siwen Luo Hyunsuk Chung S. Han 33 17 0 13 Apr 2023
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules Zhi-Qi Cheng Qianwen Dai Siyao Li Jingdong Sun Teruko Mitamura Alexander G. Hauptmann 29 21 0 05 Apr 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization Huang Chieh-Yang Ting-Yao Hsu Ryan A. Rossi A. Nenkova Sungchul Kim G. Chan Eunyee Koh C. Lee Giles Ting-Hao 'Kenneth' Huang 22 16 0 23 Feb 2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? Yang Chen Hexiang Hu Yi Luan Haitian Sun Soravit Changpinyo Alan Ritter Ming-Wei Chang 48 80 0 23 Feb 2023
DePlot: One-shot visual language reasoning by plot-to-table translation Fangyu Liu Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Chenxi Pang Kenton Lee Mandar Joshi Wenhu Chen Nigel Collier Yasemin Altun VLM ReLM LRM 27 89 0 20 Dec 2022
MapQA: A Dataset for Question Answering on Choropleth Maps Shuaichen Chang David Palzer Jialin Li Eric Fosler-Lussier N. Xiao 19 40 0 15 Nov 2022
V-Doc : Visual questions answers with Documents Yihao Ding Zhe Huang Runlin Wang Yanhang Zhang Xianru Chen Yuzhong Ma Hyunsuk Chung S. Han 31 15 0 27 May 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding Revanth Reddy Gangi Reddy Xilin Rui Manling Li Xudong Lin Haoyang Wen ... Joey Tianyi Zhou Avirup Sil Shih-Fu Chang Alex Schwing Heng Ji 25 31 0 20 Dec 2021
Classification-Regression for Chart Comprehension Matan Levy Rami Ben-Ari Dani Lischinski 28 15 0 29 Nov 2021
AutoChart: A Dataset for Chart-to-Text Generation Task Jiawen Zhu Jinye Ran Roy Ka-wei Lee Kenny Choo Zhi Li 33 15 0 16 Aug 2021
TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text Amanpreet Singh Guan Pang Mandy Toh Jing Huang Wojciech Galuba Tal Hassner 19 165 0 12 May 2021
MultiModalQA: Complex Question Answering over Text, Tables and Images Alon Talmor Ori Yoran Amnon Catav Dan Lahav Yizhong Wang Akari Asai Gabriel Ilharco Hannaneh Hajishirzi Jonathan Berant LMTD 32 150 0 13 Apr 2021