| Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond | Aug 24, 2023 | Chart Question AnsweringFS-MEVQA | CodeCode Available | 5 | 5 |
| StructChart: On the Schema, Metric, and Augmentation for Visual Chart Understanding | Sep 20, 2023 | Chart Question AnsweringChart Understanding | CodeCode Available | 2 | 5 |
| Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding | Oct 7, 2022 | Chart Question AnsweringDiversity | CodeCode Available | 2 | 5 |
| ScreenAI: A Vision-Language Model for UI and Infographics Understanding | Feb 7, 2024 | Chart Question AnsweringLanguage Modeling | CodeCode Available | 2 | 5 |
| Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning | Jul 29, 2024 | Chart Question AnsweringQuestion Answering | CodeCode Available | 2 | 5 |
| ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning | Mar 19, 2022 | Chart Question AnsweringLogical Reasoning | CodeCode Available | 2 | 5 |
| VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning | Sep 3, 2024 | Chart Question AnsweringData Visualization | CodeCode Available | 1 | 5 |
| ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering | Apr 7, 2025 | Chart Question AnsweringChart Understanding | CodeCode Available | 1 | 5 |
| PaLI-3 Vision Language Models: Smaller, Faster, Stronger | Oct 13, 2023 | Chart Question AnsweringCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| PaLI-X: On Scaling up a Multilingual Vision and Language Model | May 29, 2023 | Chart Question Answeringdocument understanding | CodeCode Available | 1 | 5 |
| RefChartQA: Grounding Visual Answer on Chart Images through Instruction Tuning | Mar 29, 2025 | Chart Question AnsweringChart Understanding | CodeCode Available | 1 | 5 |
| SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials | Feb 22, 2024 | Chart Question AnsweringLanguage Modeling | CodeCode Available | 1 | 5 |
| Classification-Regression for Chart Comprehension | Nov 29, 2021 | Chart Question AnsweringClassification | CodeCode Available | 1 | 5 |
| UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning | May 24, 2023 | Chart Question AnsweringChart Understanding | CodeCode Available | 1 | 5 |
| Answering Questions about Data Visualizations using Efficient Bimodal Fusion | Aug 5, 2019 | Chart Question AnsweringOptical Character Recognition | CodeCode Available | 0 | 5 |
| ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart Understanding | May 21, 2025 | Chart Question AnsweringChart Understanding | CodeCode Available | 0 | 5 |
| MSG-Chart: Multimodal Scene Graph for ChartQA | Aug 9, 2024 | Chart Question AnsweringInductive Bias | CodeCode Available | 0 | 5 |
| Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? | May 13, 2025 | Chart Question AnsweringFact Checking | CodeCode Available | 0 | 5 |
| FigureQA: An Annotated Figure Dataset for Visual Reasoning | Oct 19, 2017 | BIG-bench Machine LearningChart Question Answering | CodeCode Available | 0 | 5 |
| DVQA: Understanding Data Visualizations via Question Answering | Jan 24, 2018 | ArticlesChart Question Answering | CodeCode Available | 0 | 5 |
| DCQA: Document-Level Chart Question Answering towards Complex Reasoning and Common-Sense Understanding | Oct 29, 2023 | Answer GenerationChart Question Answering | CodeCode Available | 0 | 5 |
| SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized Images | Dec 23, 2024 | Chart Question AnsweringChart Understanding | CodeCode Available | 0 | 5 |
| RealCQA: Scientific Chart Question Answering as a Test-bed for First-Order Logic | Aug 3, 2023 | Chart Question AnsweringFormal Logic | CodeCode Available | 0 | 5 |
| Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA | Mar 25, 2024 | Chart Question AnsweringData Augmentation | —Unverified | 0 | 0 |
| Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA | Jan 1, 2024 | Chart Question AnsweringData Augmentation | —Unverified | 0 | 0 |
