2026
Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts
CVPR 2026
Multimodal large language models (MLLMs) have shown considerable potential in chart understanding and reasoning tasks. However, they still struggle with high information density (HID) charts characterized by multiple subplots, legends, and dense annotations due to three major challenges: (1) limited