Copertina

Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Pan, Hongkun, Wu, Yuwei, Hong, Wanyi, Hu, Shenghui, Yan, Qitong, Yang, Yi, Han, Rufei, Zhou, Changju, Zhu, Minfeng, Han, Dongming, Chen, Wei
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution
di: Goswami, Kanika, et al.
Pubblicazione: (2025)

ChartLens: Fine-grained Visual Attribution in Charts
di: Suri, Manan, et al.
Pubblicazione: (2025)

VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning
di: Huang, Muye, et al.
Pubblicazione: (2024)

ChartQA-X: Generating Explanations for Visual Chart Reasoning
di: Hegde, Shamanthak, et al.
Pubblicazione: (2025)

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

ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
di: Masry, Ahmed, et al.
Pubblicazione: (2024)

ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering
di: Jia, Caijun, et al.
Pubblicazione: (2025)

ChartCap: Mitigating Hallucination of Dense Chart Captioning
di: Lim, Junyoung, et al.
Pubblicazione: (2025)

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

ChartAB: A Benchmark for Chart Grounding & Dense Alignment
di: Bansal, Aniruddh, et al.
Pubblicazione: (2025)

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

ChartReformer: Natural Language-Driven Chart Image Editing
di: Yan, Pengyu, et al.
Pubblicazione: (2024)

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

InterChart: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information
di: Iyengar, Anirudh Iyengar Kaniyar Narayana, et al.
Pubblicazione: (2025)

BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning
di: Masry, Ahmed, et al.
Pubblicazione: (2025)

Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data
di: Li, Zijian, et al.
Pubblicazione: (2025)

CharTool: Tool-Integrated Visual Reasoning for Chart Understanding
di: Zhang, Situo, et al.
Pubblicazione: (2026)

MSG-Chart: Multimodal Scene Graph for ChartQA
di: Dai, Yue, et al.
Pubblicazione: (2024)

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

ChartOptimiser: Task-driven Optimisation of Chart Designs
di: Wang, Yao, et al.
Pubblicazione: (2025)

TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning
di: Zhang, Liang, et al.
Pubblicazione: (2024)

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

ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning
di: Masry, Ahmed, et al.
Pubblicazione: (2024)

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

Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations
di: Ford, James, et al.
Pubblicazione: (2024)

ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
di: Liu, Zheng, et al.
Pubblicazione: (2026)

ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning
di: Xu, Zhengzhuo, et al.
Pubblicazione: (2025)

Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework
di: Yang, Zhaorui, et al.
Pubblicazione: (2025)

VisAnatomy: An SVG Chart Corpus with Fine-Grained Semantic Labels
di: Chen, Chen, et al.
Pubblicazione: (2024)

ChartREG++: Towards Benchmarking and Improving Chart Referring Expression Grounding under Diverse referring clues and Multi-Target Referring
di: Niu, Tianhao, et al.
Pubblicazione: (2026)

Chart-RVR: Reinforcement Learning with Verifiable Rewards for Explainable Chart Reasoning
di: Sinha, Sanchit, et al.
Pubblicazione: (2025)

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

ChartM$^3$: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension
di: Xu, Duo, et al.
Pubblicazione: (2025)

ChartHal: A Fine-grained Framework Evaluating Hallucination of Large Vision Language Models in Chart Understanding
di: Wang, Xingqi, et al.
Pubblicazione: (2025)

Chart-RL: Policy Optimization Reinforcement Learning for Enhanced Visual Reasoning in Chart Question Answering with Vision Language Models
di: Bai, Yunfei, et al.
Pubblicazione: (2026)

Chart-R1: Chain-of-Thought Supervision and Reinforcement for Advanced Chart Reasoner
di: Chen, Lei, et al.
Pubblicazione: (2025)

Chart Specification: Structural Representations for Incentivizing VLM Reasoning in Chart-to-Code Generation
di: He, Minggui, et al.
Pubblicazione: (2026)

Distill Visual Chart Reasoning Ability from LLMs to MLLMs
di: He, Wei, et al.
Pubblicazione: (2024)

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

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