| ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering | May 29, 2025 | Chart Question AnsweringChart Understanding | —Unverified | 0 |
| ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding | May 25, 2025 | Chart UnderstandingLogical Reasoning | CodeCode Available | 0 |
| ChartLens: Fine-grained Visual Attribution in Charts | May 25, 2025 | Chart Understanding | —Unverified | 0 |
| 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 |
| On the Perception Bottleneck of VLMs for Chart Understanding | Mar 24, 2025 | Chart UnderstandingContrastive Learning | CodeCode Available | 0 |
| Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding | Feb 17, 2025 | Arithmetic ReasoningChart Understanding | —Unverified | 0 |
| ChartAdapter: Large Vision-Language Model for Chart Summarization | Dec 30, 2024 | Chart Understandingcross-modal alignment | —Unverified | 0 |
| AskChart: Universal Chart Understanding through Textual Enhancement | Dec 26, 2024 | Chart UnderstandingMixture-of-Experts | CodeCode Available | 0 |
| SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized Images | Dec 23, 2024 | Chart Question AnsweringChart Understanding | CodeCode Available | 0 |
