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.
☆241Dec 17, 2025Updated 7 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 2 years ago
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆135Sep 7, 2024Updated last year
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆95Jan 7, 2025Updated last year
- ☆88Aug 18, 2024Updated last year
- The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.☆26Feb 22, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official Repository of RefChartQA: Grounding Visual Answer on Chart Images through Instruction Tuning☆14Jul 9, 2025Updated last year
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆227Jun 12, 2025Updated last year
- Official Repository of ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning☆261Sep 26, 2024Updated last year
- ☆259Apr 18, 2025Updated last year
- Document Artifical Intelligence☆201Sep 28, 2025Updated 9 months ago
- Dataset introduced in PlotQA: Reasoning over Scientific Plots☆83Jun 20, 2023Updated 3 years ago
- Public code repo for EMNLP 2024 Findings paper "MACAROON: Training Vision-Language Models To Be Your Engaged Partners"☆14Sep 28, 2024Updated last year
- [ACM'MM 2024 Oral] Official code for "OneChart: Purify the Chart Structural Extraction via One Auxiliary Token"☆266Apr 14, 2025Updated last year
- ☆43Jun 15, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR2025 Oral] ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding☆100Apr 1, 2025Updated last year
- Improving Language Understanding from Screenshots. Paper: https://arxiv.org/abs/2402.14073☆32Jul 9, 2024Updated 2 years ago
- ☆76Jul 14, 2024Updated 2 years ago
- ☆257Dec 7, 2023Updated 2 years ago
- mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding☆2,408May 30, 2025Updated last year
- A Curated List of Awesome Table Structure Recognition (TSR) Research. Including models, papers, datasets and codes. Continuously updating…☆232Sep 9, 2024Updated last year
- ☆28Jul 6, 2024Updated 2 years ago
- [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs☆61Aug 25, 2025Updated 10 months ago
- ☆45Jan 17, 2026Updated 6 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- TAT-DQA: Towards Complex Document Understanding By Discrete Reasoning☆24Sep 17, 2024Updated last year
- 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
- RoDLA: Benchmarking the Robustness of Document Layout Analysis Models☆39Mar 26, 2025Updated last year
- [EMNLP 22] UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression☆34Dec 7, 2022Updated 3 years ago
- ☆142Feb 13, 2024Updated 2 years ago
- [ACL'25 Main] ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation☆79Dec 8, 2025Updated 7 months ago
- ☆45Jul 18, 2022Updated 4 years ago
- Official repository of the paper MPMQA: Multimodal Question Answering on Product Manuals (AAAI 2023)☆21Nov 28, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆42Jan 9, 2026Updated 6 months ago
- Chart-to-Text: Generating Natural Language Explanations for Charts by Adapting the Transformer Model☆160Jul 23, 2023Updated 2 years ago
- Official implementation of the ACL 2023 paper: "Zero-shot Faithful Factual Error Correction"☆17Aug 14, 2023Updated 2 years ago
- Developing a Korean LLM model : Hate Speech Filtering, Improving conversational skills, Finetuning with the RLHF method☆19May 27, 2025Updated last year
- ☆23Aug 17, 2024Updated last year
- ☆29Oct 12, 2020Updated 5 years ago
- ☆43Nov 13, 2023Updated 2 years ago