| Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness | Jul 30, 2024 | Chart UnderstandingQuestion Answering | —Unverified | 0 |
| On Pre-training of Multimodal Language Models Customized for Chart Understanding | Jul 19, 2024 | Chart Understanding | —Unverified | 0 |
| Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model | Jul 9, 2024 | Chart UnderstandingLanguage Modeling | CodeCode Available | 2 |
| ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild | Jul 4, 2024 | Chart UnderstandingDecision Making | CodeCode Available | 2 |
| CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs | Jun 26, 2024 | Chart Understanding | CodeCode Available | 2 |
| ReMI: A Dataset for Reasoning with Multiple Images | Jun 13, 2024 | Chart UnderstandingMath | —Unverified | 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 | Jun 1, 2024 | Chart Question AnsweringChart Understanding | —Unverified | 0 |
| TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning | Apr 25, 2024 | Chart Understanding | CodeCode Available | 0 |
| From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models | Mar 18, 2024 | Chart UnderstandingData Visualization | CodeCode Available | 3 |
| ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning | Mar 14, 2024 | Chart UnderstandingInstruction Following | CodeCode Available | 1 |
| Improving Language Understanding from Screenshots | Feb 21, 2024 | Chart Understanding | CodeCode Available | 1 |
| Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models | Dec 11, 2023 | Chart UnderstandingDecoder | CodeCode Available | 3 |
| ChartLlama: A Multimodal LLM for Chart Understanding and Generation | Nov 27, 2023 | Chart UnderstandingLanguage Modelling | —Unverified | 0 |
| MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning | Nov 15, 2023 | Chart Understanding | CodeCode Available | 2 |
| StructChart: On the Schema, Metric, and Augmentation for Visual Chart Understanding | Sep 20, 2023 | Chart Question AnsweringChart Understanding | CodeCode Available | 2 |
| SpaDen : Sparse and Dense Keypoint Estimation for Real-World Chart Understanding | Aug 3, 2023 | Chart UnderstandingKeypoint Estimation | —Unverified | 0 |
| A Survey and Approach to Chart Classification | Jul 9, 2023 | Chart UnderstandingClassification | —Unverified | 0 |
| Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs | May 29, 2023 | Chart Question AnsweringChart Understanding | —Unverified | 0 |
| UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning | May 24, 2023 | Chart Question AnsweringChart Understanding | CodeCode Available | 1 |
| ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules | Apr 5, 2023 | Chart UnderstandingDerendering | CodeCode Available | 1 |
| Tensor Fields for Data Extraction from Chart Images: Bar Charts and Scatter Plots | Oct 5, 2020 | Chart Understanding | —Unverified | 0 |
| DVQA: Understanding Data Visualizations via Question Answering | Jan 24, 2018 | ArticlesChart Question Answering | CodeCode Available | 0 |
