cinematic

FilmBench is a new benchmark for cinematic video generation, using prompts derived from award-winning films across 20 genres and a three-level cinematic taxonomy with 35+ sub-metrics. It includes an open-source automatic evaluation agent (FilmOps) that reproduces human model rankings with high correlation, revealing significant gaps in dynamic aesthetics and multi-shot performance compared to prior web-style benchmarks.

SmartDirector is a framework that enhances video generation by using multiple keyframes to improve narrative structure and temporal pacing, operating in a two-stage process of low-resolution generation and high-resolution refinement.

一份使用 Higgsfield Supercomputer 制作电影级 AI 视频的框架指南，强调以电影导演思维进行提示、使用图像到视频技术、风格参考、长时间镜头、负面提示和外部音效设计。

Loova Agents is an AI-powered tool that acts as a director for creating cinematic videos easily.