| ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering | May 29, 2025 | Chart Question AnsweringChart Understanding | —Unverified | 0 |
| ChartLens: Fine-grained Visual Attribution in Charts | May 25, 2025 | Chart Understanding | —Unverified | 0 |
| InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts | May 25, 2025 | Chart UnderstandingQuestion Answering | CodeCode Available | 3 |
| ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding | May 25, 2025 | Chart UnderstandingLogical Reasoning | CodeCode Available | 0 |
| ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation | May 24, 2025 | BenchmarkingChart Understanding | CodeCode Available | 3 |
| OrionBench: A Benchmark for Chart and Human-Recognizable Object Detection in Infographics | May 23, 2025 | Chart Understandingobject-detection | CodeCode Available | 3 |
| ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart Understanding | May 21, 2025 | Chart Question AnsweringChart Understanding | CodeCode Available | 0 |
| ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models | May 19, 2025 | Chart Question AnsweringChart Understanding | —Unverified | 0 |
| ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing | May 17, 2025 | Chart Understanding | CodeCode Available | 1 |
| ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering | Apr 7, 2025 | Chart Question AnsweringChart Understanding | CodeCode Available | 1 |
