| DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding | Dec 13, 2024 | Chart UnderstandingMixture-of-Experts | CodeCode Available | 9 | 5 |
| 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 | 5 |
| OrionBench: A Benchmark for Chart and Human-Recognizable Object Detection in Infographics | May 23, 2025 | Chart Understandingobject-detection | CodeCode Available | 3 | 5 |
| Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models | Dec 11, 2023 | Chart UnderstandingDecoder | CodeCode Available | 3 | 5 |
| ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation | May 24, 2025 | BenchmarkingChart Understanding | CodeCode Available | 3 | 5 |
| InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts | May 25, 2025 | Chart UnderstandingQuestion Answering | CodeCode Available | 3 | 5 |
| MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning | Nov 15, 2023 | Chart Understanding | CodeCode Available | 2 | 5 |
| Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model | Jul 9, 2024 | Chart UnderstandingLanguage Modeling | CodeCode Available | 2 | 5 |
| ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild | Jul 4, 2024 | Chart UnderstandingDecision Making | CodeCode Available | 2 | 5 |
| CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs | Jun 26, 2024 | Chart Understanding | CodeCode Available | 2 | 5 |
