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Chart Understanding

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Showing 26–47 of 47 papers

TitleStatusHype
TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts LearningCode0
On the Perception Bottleneck of VLMs for Chart UnderstandingCode0
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding—0
Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness—0
A Survey and Approach to Chart Classification—0
C2F-CHART: A Curriculum Learning Approach to Chart Classification—0
ChartAdapter: Large Vision-Language Model for Chart Summarization—0
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
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