Author

Jia-Xin Zhang

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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