Chart Specification: Structural Representations for Incentivizing VLM Reasoning in Chart-to-Code Generation
Fuente:
arXiv
Saved in:
| Main Authors: | He, Minggui, Dai, Mingchen, Zhang, Jian, Liu, Yilun, Tao, Shimin, Zeng, Pufan, Yoshie, Osamu, Ieiri, Yuya |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multi-Attribute guided Thermal Face Image Translation based on Latent Diffusion Model
by: Cai, Mingshu, et al.
Published: (2025)
by: Cai, Mingshu, et al.
Published: (2025)
DM$^3$Net: Dual-Camera Super-Resolution via Domain Modulation and Multi-scale Matching
by: Guan, Cong, et al.
Published: (2025)
by: Guan, Cong, et al.
Published: (2025)
FluencyVE: Marrying Temporal-Aware Mamba with Bypass Attention for Video Editing
by: Cai, Mingshu, et al.
Published: (2025)
by: Cai, Mingshu, et al.
Published: (2025)
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)
Where, What, Why: Toward Explainable 3D-GS Watermarking
by: Cai, Mingshu, et al.
Published: (2026)
by: Cai, Mingshu, et al.
Published: (2026)
KGEdit: Ambiguity-Aware Knowledge Graphs for Training-Free Precise Video Generation and Editing
by: Cai, Mingshu, et al.
Published: (2026)
by: Cai, Mingshu, et al.
Published: (2026)
ChartBench: A Benchmark for Complex Visual Reasoning in Charts
by: Xu, Zhengzhuo, et al.
Published: (2023)
by: Xu, Zhengzhuo, et al.
Published: (2023)
ChartQA-X: Generating Explanations for Visual Chart Reasoning
by: Hegde, Shamanthak, et al.
Published: (2025)
by: Hegde, Shamanthak, et al.
Published: (2025)
ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation
by: Kondic, Jovana, et al.
Published: (2025)
by: Kondic, Jovana, et al.
Published: (2025)
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
by: Yang, Cheng, et al.
Published: (2024)
by: Yang, Cheng, et al.
Published: (2024)
ChartAgent: A Chart Understanding Framework with Tool Integrated Reasoning
by: Wang, Boran, et al.
Published: (2025)
by: Wang, Boran, et al.
Published: (2025)
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks
by: Moured, Omar, et al.
Published: (2024)
by: Moured, Omar, et al.
Published: (2024)
Chart-R1: Chain-of-Thought Supervision and Reinforcement for Advanced Chart Reasoner
by: Chen, Lei, et al.
Published: (2025)
by: Chen, Lei, et al.
Published: (2025)
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
by: Huang, Muye, et al.
Published: (2025)
by: Huang, Muye, et al.
Published: (2025)
Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation
by: Chen, Lei, et al.
Published: (2025)
by: Chen, Lei, et al.
Published: (2025)
MSG-Chart: Multimodal Scene Graph for ChartQA
by: Dai, Yue, et al.
Published: (2024)
by: Dai, Yue, et al.
Published: (2024)
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
by: Liu, Zheng, et al.
Published: (2026)
by: Liu, Zheng, et al.
Published: (2026)
OpusAnimation: Code-Based Dynamic Chart Generation
by: Li, Bozheng, et al.
Published: (2025)
by: Li, Bozheng, et al.
Published: (2025)
Improved Iterative Refinement for Chart-to-Code Generation via Structured Instruction
by: Xu, Chengzhi, et al.
Published: (2025)
by: Xu, Chengzhi, et al.
Published: (2025)
Chart-RVR: Reinforcement Learning with Verifiable Rewards for Explainable Chart Reasoning
by: Sinha, Sanchit, et al.
Published: (2025)
by: Sinha, Sanchit, et al.
Published: (2025)
OneChart: Purify the Chart Structural Extraction via One Auxiliary Token
by: Chen, Jinyue, et al.
Published: (2024)
by: Chen, Jinyue, 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)
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)
ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation
by: Li, Zhen, et al.
Published: (2025)
by: Li, Zhen, et al.
Published: (2025)
CycleChart: A Unified Consistency-Based Learning Framework for Bidirectional Chart Understanding and Generation
by: Deng, Dazhen, et al.
Published: (2025)
by: Deng, Dazhen, 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)
ChartM$^3$: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension
by: Xu, Duo, et al.
Published: (2025)
by: Xu, Duo, 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)
On the Perception Bottleneck of VLMs for Chart Understanding
by: Liu, Junteng, et al.
Published: (2025)
by: Liu, Junteng, et al.
Published: (2025)
ChartE$^{3}$: A Comprehensive Benchmark for End-to-End Chart Editing
by: Li, Shuo, et al.
Published: (2026)
by: Li, Shuo, et al.
Published: (2026)
CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution
by: Zheng, Xiangxi, et al.
Published: (2026)
by: Zheng, Xiangxi, et al.
Published: (2026)
ChartAB: A Benchmark for Chart Grounding & Dense Alignment
by: Bansal, Aniruddh, et al.
Published: (2025)
by: Bansal, Aniruddh, et al.
Published: (2025)
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)
ChartReformer: Natural Language-Driven Chart Image Editing
by: Yan, Pengyu, et al.
Published: (2024)
by: Yan, Pengyu, 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)
Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts
by: Pan, Hongkun, et al.
Published: (2026)
by: Pan, Hongkun, et al.
Published: (2026)
Generalization of CNNs on Relational Reasoning with Bar Charts
by: Cui, Zhenxing, et al.
Published: (2025)
by: Cui, Zhenxing, et al.
Published: (2025)
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
by: Wang, Zirui, et al.
Published: (2024)
by: Wang, Zirui, et al.
Published: (2024)
Socratic Chart: Cooperating Multiple Agents for Robust SVG Chart Understanding
by: Ji, Yuyang, et al.
Published: (2025)
by: Ji, Yuyang, et al.
Published: (2025)
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)
Similar Items
-
Multi-Attribute guided Thermal Face Image Translation based on Latent Diffusion Model
by: Cai, Mingshu, et al.
Published: (2025) -
DM$^3$Net: Dual-Camera Super-Resolution via Domain Modulation and Multi-scale Matching
by: Guan, Cong, et al.
Published: (2025) -
FluencyVE: Marrying Temporal-Aware Mamba with Bypass Attention for Video Editing
by: Cai, Mingshu, et al.
Published: (2025) -
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning
by: Xia, Renqiu, et al.
Published: (2024) -
Where, What, Why: Toward Explainable 3D-GS Watermarking
by: Cai, Mingshu, et al.
Published: (2026)