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Chart Understanding

Papers

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Showing 26–47 of 47 papers

TitleStatusHype
ChartEye: A Deep Learning Framework for Chart Information Extraction—0
ChartLens: Fine-grained Visual Attribution in Charts—0
ChartLlama: A Multimodal LLM for Chart Understanding and Generation—0
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering—0
ChartMoE: Mixture of Expert Connector for Advanced Chart Understanding—0
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models—0
Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs—0
On Pre-training of Multimodal Language Models Customized for Chart Understanding—0
ReMI: A Dataset for Reasoning with Multiple Images—0
Revisiting Multi-Modal LLM Evaluation—0
SpaDen : Sparse and Dense Keypoint Estimation for Real-World Chart Understanding—0
SynChart: Synthesizing Charts from Language Models—0
Tensor Fields for Data Extraction from Chart Images: Bar Charts and Scatter Plots—0
Transformers Utilization in Chart Understanding: A Review of Recent Advances & Future Trends—0
Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs—0
On the Perception Bottleneck of VLMs for Chart UnderstandingCode0
DVQA: Understanding Data Visualizations via Question AnsweringCode0
AskChart: Universal Chart Understanding through Textual EnhancementCode0
ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart UnderstandingCode0
SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized ImagesCode0
TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts LearningCode0
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart UnderstandingCode0
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