Preprint
Jul 2026
FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling
FilmEval is introduced, a systematic evaluation framework that couples a difficulty-graded benchmark of 15 representative novels with an automated protocol of nine objective metrics spanning three dimensions: cinematic presentation, film consistency, and novel fidelity.
Jialong Zuo, Haotong Zuo, Shiwei Zhang et al.
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