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Chart Understanding

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Showing 26–47 of 47 papers

TitleStatusHype
On the Perception Bottleneck of VLMs for Chart UnderstandingCode0
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding—0
ChartAdapter: Large Vision-Language Model for Chart Summarization—0
AskChart: Universal Chart Understanding through Textual EnhancementCode0
SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized ImagesCode0
Transformers Utilization in Chart Understanding: A Review of Recent Advances & Future Trends—0
SynChart: Synthesizing Charts from Language Models—0
C2F-CHART: A Curriculum Learning Approach to Chart Classification—0
ChartMoE: Mixture of Expert Connector for Advanced Chart Understanding—0
ChartEye: A Deep Learning Framework for Chart Information Extraction—0
Revisiting Multi-Modal LLM Evaluation—0
Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness—0
On Pre-training of Multimodal Language Models Customized for Chart Understanding—0
ReMI: A Dataset for Reasoning with Multiple Images—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
TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts LearningCode0
ChartLlama: A Multimodal LLM for Chart Understanding and Generation—0
SpaDen : Sparse and Dense Keypoint Estimation for Real-World Chart Understanding—0
A Survey and Approach to Chart Classification—0
Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs—0
Tensor Fields for Data Extraction from Chart Images: Bar Charts and Scatter Plots—0
DVQA: Understanding Data Visualizations via Question AnsweringCode0
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