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| Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model | Jul 9, 2024 | Chart UnderstandingLanguage Modeling | CodeCode Available | 2 |
| RefChartQA: Grounding Visual Answer on Chart Images through Instruction Tuning | Mar 29, 2025 | Chart Question AnsweringChart Understanding | CodeCode Available | 1 |
| ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning | Mar 14, 2024 | Chart UnderstandingInstruction Following | CodeCode Available | 1 |
| UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning | May 24, 2023 | Chart Question AnsweringChart Understanding | CodeCode Available | 1 |
| ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules | Apr 5, 2023 | Chart UnderstandingDerendering | CodeCode Available | 1 |
| ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering | Apr 7, 2025 | Chart Question AnsweringChart Understanding | CodeCode Available | 1 |
| ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing | May 17, 2025 | Chart Understanding | CodeCode Available | 1 |
| EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding | Sep 3, 2024 | Chart Understanding | CodeCode Available | 1 |
| Improving Language Understanding from Screenshots | Feb 21, 2024 | Chart Understanding | CodeCode Available | 1 |
