Author

Zhiqiong Lu

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Jul 2026

HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better

HuyuanOCR-1.5 ranks among the top-tier end-to-end OCR solutions on OmniDocBench v1.6 while achieving new performance milestones across these long-tail tasks, and proposes Agentic Data Flow, an agent-driven data construction system that transforms model weaknesses into executable data requirements and autonomously performs material search, quality verification, and pipeline development.

Gengluo Li, Xingyu Wan, Shangpin Peng et al. · arXiv.org · 7 citations · ⚡1

Jul 2026

RefineSVG: Visual Feedback-Driven Reinforcement Learning for Image-to-SVG Generation

RefineSVG, a single-step closed-loop visual feedback framework that enables multimodal large language models (MLLMs) to perform high-fidelity image-to-SVG generation through self-correction, consistently outperforms existing baselines in reconstruction fidelity, structural accuracy, and code efficiency.

Shaobo Liu, Feiqiao Mao, Shuaishuai Zhou et al. · arXiv.org · 0 citations