Preprint
Oct 2026
VTR-Bench: A Systematic Benchmark for Evaluating Visual Text Rendering in Video Generation
Recent video generation models can produce highly realistic videos from natural language instructions, with visual quality approaching cinematic standards. Existing evaluation benchmarks, however, predominantly assess visual quality, aesthetic appeal and physical plausibility, while paying limited attention to text, an...
Yu Huang, Jun-Gang Li, Zhiyuan Wang et al.
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