Cover Image

ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Zhen, Li, Duan, Guo, Yukai, Guo, Xinyuan, Li, Bowen, Xiao, Lanxi, Qiao, Shenyu, Chen, Jiashu, Wu, Zijian, Zhang, Hui, Shu, Xinhuan, Liu, Shixia
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RouteFlow: Trajectory-Aware Animated Transitions
by: Li, Duan, et al.
Published: (2025)

InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
by: Xie, Tianchi, et al.
Published: (2025)

Dynamic Color Assignment for Hierarchical Data
by: Chen, Jiashu, et al.
Published: (2024)

ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding
by: Xu, Zhengzhuo, et al.
Published: (2024)

ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset
by: Wang, Fen, et al.
Published: (2025)

ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation
by: Kondic, Jovana, et al.
Published: (2025)

StructChart: On the Schema, Metric, and Augmentation for Visual Chart Understanding
by: Xia, Renqiu, et al.
Published: (2023)

Do MLLMs Really Understand the Charts?
by: Zhang, Xiao, et al.
Published: (2025)

ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding
by: Kondic, Jovana, et al.
Published: (2026)

InfoDet: A Dataset for Infographic Element Detection
by: Zhu, Jiangning, et al.
Published: (2025)

ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart Understanding
by: Wu, Yifan, et al.
Published: (2025)

ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
by: Huang, Muye, et al.
Published: (2025)

RealChart2Code: Advancing Chart-to-Code Generation with Real Data and Multi-Task Evaluation
by: Zhang, Jiajun, et al.
Published: (2026)

ChartAgent: A Chart Understanding Framework with Tool Integrated Reasoning
by: Wang, Boran, et al.
Published: (2025)

CycleChart: A Unified Consistency-Based Learning Framework for Bidirectional Chart Understanding and Generation
by: Deng, Dazhen, et al.
Published: (2025)

CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
by: Wang, Zirui, et al.
Published: (2024)

Chart-RL: Generalized Chart Comprehension via Reinforcement Learning with Verifiable Rewards
by: Zhang, Xin, et al.
Published: (2026)

ChartAct: A Benchmark for Dynamic Chart Understanding
by: Huang, Muye, et al.
Published: (2026)

Reviving Static Charts into Live Charts
by: Ying, Lu, et al.
Published: (2023)

Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts
by: Chen, Xiangnan, et al.
Published: (2025)

ChartBench: A Benchmark for Complex Visual Reasoning in Charts
by: Xu, Zhengzhuo, et al.
Published: (2023)

MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems
by: Zhu, Zifeng, et al.
Published: (2024)

Charts Are Not Images: On the Challenges of Scientific Chart Editing
by: Li, Shawn, et al.
Published: (2025)

ChartE$^{3}$: A Comprehensive Benchmark for End-to-End Chart Editing
by: Li, Shuo, et al.
Published: (2026)

Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning
by: Huang, Kung-Hsiang, et al.
Published: (2023)

On the Perception Bottleneck of VLMs for Chart Understanding
by: Liu, Junteng, et al.
Published: (2025)

AskChart: Universal Chart Understanding through Textual Enhancement
by: Yang, Xudong, et al.
Published: (2024)

Socratic Chart: Cooperating Multiple Agents for Robust SVG Chart Understanding
by: Ji, Yuyang, et al.
Published: (2025)

ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement
by: Salamatian, Ali, et al.
Published: (2025)

ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning
by: Xia, Renqiu, et al.
Published: (2024)

Effective Training Data Synthesis for Improving MLLM Chart Understanding
by: Yang, Yuwei, et al.
Published: (2025)

ChartMark: A Structured Grammar for Chart Annotation
by: Chen, Yiyu, et al.
Published: (2025)

ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization
by: Liu, Mengsha, et al.
Published: (2024)

ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing
by: Zhao, Xuanle, et al.
Published: (2025)

ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
by: Yang, Cheng, et al.
Published: (2024)

ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering
by: Kaur, Rachneet, et al.
Published: (2025)

ChartAttack: Testing the Vulnerability of LLMs to Malicious Prompting in Chart Generation
by: Ortiz-Barajas, Jesus-German, et al.
Published: (2026)

ChartBlender: An Interactive System for Authoring and Synchronizing Visualization Charts in Video
by: He, Yi, et al.
Published: (2025)

Advancing GUI for Generative AI: Charting the Design Space of Human-AI Interactions through Task Creativity and Complexity
by: Ding, Zijian
Published: (2024)

ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning
by: Meng, Fanqing, et al.
Published: (2024)