A curated list of recent and past chart understanding work based on our IEEE TKDE survey paper: From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.
☆236Dec 17, 2025Updated 4 months ago
Alternatives and similar repositories for Awesome-Chart-Understanding
Users that are interested in Awesome-Chart-Understanding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code and data for the ACL 2024 Findings paper "Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning"☆27Jun 5, 2024Updated last year
- ☆15May 15, 2025Updated 11 months ago
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆133Sep 7, 2024Updated last year
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆95Jan 7, 2025Updated last year
- ☆87Aug 18, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official Repository of RefChartQA: Grounding Visual Answer on Chart Images through Instruction Tuning☆14Jul 9, 2025Updated 9 months ago
- The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.☆26Feb 22, 2024Updated 2 years ago
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆226Jun 12, 2025Updated 10 months ago
- Official Repository of ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning☆254Sep 26, 2024Updated last year
- ☆250Apr 18, 2025Updated last year
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆145Apr 22, 2025Updated 11 months ago
- Dataset introduced in PlotQA: Reasoning over Scientific Plots☆84Jun 20, 2023Updated 2 years ago
- Document Artifical Intelligence☆202Sep 28, 2025Updated 6 months ago
- [ICLR2025 Oral] ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding☆98Apr 1, 2025Updated last year
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ACM'MM 2024 Oral] Official code for "OneChart: Purify the Chart Structural Extraction via One Auxiliary Token"☆263Apr 14, 2025Updated last year
- ☆41Jun 15, 2024Updated last year
- Public code repo for EMNLP 2024 Findings paper "MACAROON: Training Vision-Language Models To Be Your Engaged Partners"☆14Sep 28, 2024Updated last year
- ☆74Jul 14, 2024Updated last year
- Improving Language Understanding from Screenshots. Paper: https://arxiv.org/abs/2402.14073☆31Jul 9, 2024Updated last year
- ☆27Jul 6, 2024Updated last year
- [ACL'25 Main] ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation☆78Dec 8, 2025Updated 4 months ago
- mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding☆2,373May 30, 2025Updated 10 months ago
- ☆257Dec 7, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs☆61Aug 25, 2025Updated 7 months ago
- A Curated List of Awesome Table Structure Recognition (TSR) Research. Including models, papers, datasets and codes. Continuously updating…☆226Sep 9, 2024Updated last year
- ☆42Jan 17, 2026Updated 3 months ago
- TAT-DQA: Towards Complex Document Understanding By Discrete Reasoning☆23Sep 17, 2024Updated last year
- ☆36Jan 9, 2026Updated 3 months ago
- CVPR 2021 Official Pytorch Code for UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training☆34Nov 9, 2021Updated 4 years ago
- The official code for "Visual Relationship Detection with Visual-Linguistic Knowledge from Multimodal Representations" (IEEE Access, 2021…☆18Oct 21, 2022Updated 3 years ago
- Code and Data for ManyModalQA: Modality Disambiguation and QA over Diverse Inputs☆17Mar 2, 2020Updated 6 years ago
- RoDLA: Benchmarking the Robustness of Document Layout Analysis Models☆39Mar 26, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-Image Generative Model☆47May 13, 2024Updated last year
- [EMNLP 22] UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression☆33Dec 7, 2022Updated 3 years ago
- Chart-to-Text: Generating Natural Language Explanations for Charts by Adapting the Transformer Model☆160Jul 23, 2023Updated 2 years ago
- ☆142Feb 13, 2024Updated 2 years ago
- ☆45Jul 18, 2022Updated 3 years ago
- Official repository of the paper MPMQA: Multimodal Question Answering on Product Manuals (AAAI 2023)☆19Nov 28, 2022Updated 3 years ago
- Official implementation of the ACL 2023 paper: "Zero-shot Faithful Factual Error Correction"☆17Aug 14, 2023Updated 2 years ago