Author

Yongkun Du

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Preprint Sep 2026

All-in-One Multilingual Scene Text Recognition with Script-aware Mixture-of-Experts

This work constructs TextMuSS-10M, a large-scale synthetic scene text dataset spanning 10 scripts and 229 languages and proposes ScriptMoE, a script-aware Mixture-of-Experts (MoE) architecture that achieves the highest accuracy and is simpler than per-language experts, lighter than VLMs, and more accurate than both.

Xing-Song Ye, Yong-Kun Du, Jia-Xin Zhang et al. · 1 citation

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 perfo...

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