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cs.CV2025
ChartM: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension
Duo Xu, Hao Cheng, Xin Lin +2
Complex chart understanding tasks demand advanced visual recognition and reasoning capabilities from multimodal large language models (MLLMs). However, current research provides li…
cs.CV2024
CityLLaVA: Efficient Fine-Tuning for VLMs in City Scenario
Zhizhao Duan, Hao Cheng, Duo Xu +4
In the vast and dynamic landscape of urban settings, Traffic Safety Description and Analysis plays a pivotal role in applications ranging from insurance inspection to accident prev…