RefChartQA: Grounding Visual Answer on Chart Images through Instruction Tuning
Fuente:
arXiv
Saved in:
| Main Authors: | Vogel, Alexander, Moured, Omar, Chen, Yufan, Zhang, Jiaming, Stiefelhagen, Rainer |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks
by: Moured, Omar, et al.
Published: (2024)
by: Moured, Omar, et al.
Published: (2024)
CHAOS: Chart Analysis with Outlier Samples
by: Moured, Omar, et al.
Published: (2025)
by: Moured, Omar, et al.
Published: (2025)
ChartFormer: A Large Vision Language Model for Converting Chart Images into Tactile Accessible SVGs
by: Moured, Omar, et al.
Published: (2024)
by: Moured, Omar, et al.
Published: (2024)
SFDLA: Source-Free Document Layout Analysis
by: Tewes, Sebastian, et al.
Published: (2025)
by: Tewes, Sebastian, et al.
Published: (2025)
HybriDLA: Hybrid Generation for Document Layout Analysis
by: Chen, Yufan, et al.
Published: (2025)
by: Chen, Yufan, et al.
Published: (2025)
Alt4Blind: A User Interface to Simplify Charts Alt-Text Creation
by: Moured, Omar, et al.
Published: (2024)
by: Moured, Omar, et al.
Published: (2024)
ChartQA-X: Generating Explanations for Visual Chart Reasoning
by: Hegde, Shamanthak, et al.
Published: (2025)
by: Hegde, Shamanthak, et al.
Published: (2025)
ACCSAMS: Automatic Conversion of Exam Documents to Accessible Learning Material for Blind and Visually Impaired
by: Wilkening, David, et al.
Published: (2024)
by: Wilkening, David, et al.
Published: (2024)
MSG-Chart: Multimodal Scene Graph for ChartQA
by: Dai, Yue, et al.
Published: (2024)
by: Dai, Yue, et al.
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)
by: Meng, Fanqing, et al.
Published: (2024)
mChartQA: A universal benchmark for multimodal Chart Question Answer based on Vision-Language Alignment and Reasoning
by: Wei, Jingxuan, et al.
Published: (2024)
by: Wei, Jingxuan, et al.
Published: (2024)
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems
by: Zhu, Zifeng, et al.
Published: (2024)
by: Zhu, Zifeng, et al.
Published: (2024)
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
by: Masry, Ahmed, et al.
Published: (2024)
by: Masry, Ahmed, et al.
Published: (2024)
Scene-agnostic Pose Regression for Visual Localization
by: Zheng, Junwei, et al.
Published: (2025)
by: Zheng, Junwei, et al.
Published: (2025)
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
by: Xie, Tianchi, et al.
Published: (2025)
by: Xie, Tianchi, et al.
Published: (2025)
ChartAB: A Benchmark for Chart Grounding & Dense Alignment
by: Bansal, Aniruddh, et al.
Published: (2025)
by: Bansal, Aniruddh, et al.
Published: (2025)
ChartM$^3$: Benchmarking Chart Editing with Multimodal Instructions
by: Yang, Donglu, et al.
Published: (2025)
by: Yang, Donglu, et al.
Published: (2025)
VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning
by: Huang, Muye, et al.
Published: (2024)
by: Huang, Muye, et al.
Published: (2024)
StructChart: On the Schema, Metric, and Augmentation for Visual Chart Understanding
by: Xia, Renqiu, et al.
Published: (2023)
by: Xia, Renqiu, et al.
Published: (2023)
Charts Are Not Images: On the Challenges of Scientific Chart Editing
by: Li, Shawn, et al.
Published: (2025)
by: Li, Shawn, et al.
Published: (2025)
ChartBench: A Benchmark for Complex Visual Reasoning in Charts
by: Xu, Zhengzhuo, et al.
Published: (2023)
by: Xu, Zhengzhuo, et al.
Published: (2023)
TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning
by: Zhang, Liang, et al.
Published: (2024)
by: Zhang, Liang, et al.
Published: (2024)
ChartReformer: Natural Language-Driven Chart Image Editing
by: Yan, Pengyu, et al.
Published: (2024)
by: Yan, Pengyu, et al.
Published: (2024)
EncQA: Benchmarking Vision-Language Models on Visual Encodings for Charts
by: Mukherjee, Kushin, et al.
Published: (2025)
by: Mukherjee, Kushin, et al.
Published: (2025)
TY-RIST: Tactical YOLO Tricks for Real-time Infrared Small Target Detection
by: Atrash, Abdulkarim, et al.
Published: (2025)
by: Atrash, Abdulkarim, et al.
Published: (2025)
Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning
by: Zeng, Xingchen, et al.
Published: (2024)
by: Zeng, Xingchen, et al.
Published: (2024)
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning
by: Xia, Renqiu, et al.
Published: (2024)
by: Xia, Renqiu, et al.
Published: (2024)
RoDLA: Benchmarking the Robustness of Document Layout Analysis Models
by: Chen, Yufan, et al.
Published: (2024)
by: Chen, Yufan, et al.
Published: (2024)
Graph-based Document Structure Analysis
by: Chen, Yufan, et al.
Published: (2025)
by: Chen, Yufan, et al.
Published: (2025)
ChartAct: A Benchmark for Dynamic Chart Understanding
by: Huang, Muye, et al.
Published: (2026)
by: Huang, Muye, et al.
Published: (2026)
AskChart: Universal Chart Understanding through Textual Enhancement
by: Yang, Xudong, et al.
Published: (2024)
by: Yang, Xudong, et al.
Published: (2024)
DriveXQA: Cross-modal Visual Question Answering for Adverse Driving Scene Understanding
by: Tao, Mingzhe, et al.
Published: (2026)
by: Tao, Mingzhe, et al.
Published: (2026)
MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments
by: Zheng, Junwei, et al.
Published: (2023)
by: Zheng, Junwei, et al.
Published: (2023)
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
by: Huang, Muye, et al.
Published: (2025)
by: Huang, Muye, et al.
Published: (2025)
ChartCheck: Explainable Fact-Checking over Real-World Chart Images
by: Akhtar, Mubashara, et al.
Published: (2023)
by: Akhtar, Mubashara, et al.
Published: (2023)
OneChart: Purify the Chart Structural Extraction via One Auxiliary Token
by: Chen, Jinyue, et al.
Published: (2024)
by: Chen, Jinyue, et al.
Published: (2024)
ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation
by: Li, Zhen, et al.
Published: (2025)
by: Li, Zhen, et al.
Published: (2025)
Chart4Blind: An Intelligent Interface for Chart Accessibility Conversion
by: Moured, Omar, et al.
Published: (2024)
by: Moured, Omar, et al.
Published: (2024)
Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations
by: Ford, James, et al.
Published: (2024)
by: Ford, James, et al.
Published: (2024)
ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering
by: Kaur, Rachneet, et al.
Published: (2025)
by: Kaur, Rachneet, et al.
Published: (2025)
Similar Items
-
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks
by: Moured, Omar, et al.
Published: (2024) -
CHAOS: Chart Analysis with Outlier Samples
by: Moured, Omar, et al.
Published: (2025) -
ChartFormer: A Large Vision Language Model for Converting Chart Images into Tactile Accessible SVGs
by: Moured, Omar, et al.
Published: (2024) -
SFDLA: Source-Free Document Layout Analysis
by: Tewes, Sebastian, et al.
Published: (2025) -
HybriDLA: Hybrid Generation for Document Layout Analysis
by: Chen, Yufan, et al.
Published: (2025)