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| 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 |
| ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation | Jan 11, 2025 | Chart UnderstandingCode Generation | CodeCode Available | 2 |
| 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 |
| DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding | Dec 13, 2024 | Chart UnderstandingMixture-of-Experts | CodeCode Available | 9 |
| Transformers Utilization in Chart Understanding: A Review of Recent Advances & Future Trends | Oct 5, 2024 | BenchmarkingChart Understanding | —Unverified | 0 |
| SynChart: Synthesizing Charts from Language Models | Sep 25, 2024 | Chart Understanding | —Unverified | 0 |
