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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Chang Liu

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Preprint Oct 2026

TextVBench: Evaluating Text Rendering and Preservation in Video Generation

Modern video generators can synthesize convincing scenes while rendering a few characters incorrectly, omitting requested text, or changing it across frames. Measuring these failures is harder than applying OCR independently to each frame: when a scene contains multiple text targets and multiple noisy OCR regions, the...

Rui-Qiang Zhang, Heng-Yi Wang, Chang Liu et al. · 0 citations

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