| SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials | Feb 22, 2024 | Chart Question AnsweringLanguage Modeling | CodeCode Available | 1 |
| ScreenAI: A Vision-Language Model for UI and Infographics Understanding | Feb 7, 2024 | Chart Question AnsweringLanguage Modeling | CodeCode Available | 2 |
| 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 |
| Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization | Dec 17, 2023 | Chart Question AnsweringQuestion Answering | —Unverified | 0 |
| Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts | Dec 1, 2023 | Chart Question AnsweringDocument AI | —Unverified | 0 |
| DCQA: Document-Level Chart Question Answering towards Complex Reasoning and Common-Sense Understanding | Oct 29, 2023 | Answer GenerationChart Question Answering | CodeCode Available | 0 |
| PaLI-3 Vision Language Models: Smaller, Faster, Stronger | Oct 13, 2023 | Chart Question AnsweringCross-Modal Retrieval | CodeCode Available | 1 |
| StructChart: On the Schema, Metric, and Augmentation for Visual Chart Understanding | Sep 20, 2023 | Chart Question AnsweringChart Understanding | CodeCode Available | 2 |
| Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond | Aug 24, 2023 | Chart Question AnsweringFS-MEVQA | CodeCode Available | 5 |
| RealCQA: Scientific Chart Question Answering as a Test-bed for First-Order Logic | Aug 3, 2023 | Chart Question AnsweringFormal Logic | CodeCode Available | 0 |
| PaLI-X: On Scaling up a Multilingual Vision and Language Model | May 29, 2023 | Chart Question Answeringdocument understanding | CodeCode Available | 1 |
| 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 |
| DePlot: One-shot visual language reasoning by plot-to-table translation | Dec 20, 2022 | Chart Question AnsweringFactual Inconsistency Detection in Chart Captioning | CodeCode Available | 0 |
| MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering | Dec 19, 2022 | Chart Question AnsweringData Summarization | CodeCode Available | 0 |
| Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding | Oct 7, 2022 | Chart Question AnsweringDiversity | CodeCode Available | 2 |
| Chart Question Answering: State of the Art and Future Directions | May 8, 2022 | Chart Question AnsweringQuestion Answering | —Unverified | 0 |
| ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning | Mar 19, 2022 | Chart Question AnsweringLogical Reasoning | CodeCode Available | 2 |
| Classification-Regression for Chart Comprehension | Nov 29, 2021 | Chart Question AnsweringClassification | CodeCode Available | 1 |
| STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering | Nov 1, 2020 | Chart Question AnsweringQuestion Answering | —Unverified | 0 |
| PlotQA: Reasoning over Scientific Plots | Sep 3, 2019 | Chart Question AnsweringQuestion Answering | —Unverified | 0 |
| Answering Questions about Data Visualizations using Efficient Bimodal Fusion | Aug 5, 2019 | Chart Question AnsweringOptical Character Recognition | CodeCode Available | 0 |
| LEAF-QA: Locate, Encode & Attend for Figure Question Answering | Jul 30, 2019 | Chart Question AnsweringQuestion Answering | —Unverified | 0 |
| DVQA: Understanding Data Visualizations via Question Answering | Jan 24, 2018 | ArticlesChart Question Answering | CodeCode Available | 0 |
| FigureQA: An Annotated Figure Dataset for Visual Reasoning | Oct 19, 2017 | BIG-bench Machine LearningChart Question Answering | CodeCode Available | 0 |
