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面向电影行业应用的人工智能大模型技术评测研究OA

Research on evaluation of AI large-scale models for film industry applications

中文摘要英文摘要

随着人工智能(AI)大模型和人工智能生成内容(AIGC)技术在电影行业持续深入应用,面向电影行业应用的AI大模型技术评测也成为重要研究内容.为评测AI大模型在电影行业的应用效能,本文从评测任务确定、评测指标设计、评测提示词构建、模型推理结果获取、评测指标计算等方面提出电影行业AI大模型技术评测方案,并对国内外主流AI大模型开展实际评测.本文提出的评测方案覆盖 AI大模型在电影行业的典型应用场景,能够满足电影行业对大模型综合能力的评测需求,可为电影行业大模型技术选型、大模型创新应用、大模型标准制定提供技术支撑与实践参考.

With the continued and in-depth application of AI large-scale models and AIGC technologies in the film industry,the evaluation of AI large-scale models for film industry applications has become an important research topic.To evaluate the application effectiveness of AI large-scale models for film industry,this paper proposes a technology evaluation scheme for AI large-scale models in the film industry,covering aspects such as evaluation task determination,evaluation metric design,evaluation prompt construction,model inference result acquisition,and evaluation metric calculation.This paper also conducts practical evaluations on mainstream AI large-scale models both domestically and internationally.The evaluation scheme proposed in this paper covers typical application scenarios of AI large-scale models in the film industry,meeting the industry's needs for comprehensive evaluation of large-scale model capabilities.It can provide technical sup-port and practical references for the selection of large-scale model technologies,their innovative applications,and the for-mulation of related standards in the film industry.

王健;刘知一

中国电影科学技术研究所(中央宣传部电影技术质量检测所),北京 100086中国电影科学技术研究所(中央宣传部电影技术质量检测所),北京 100086

社会科学

AI大模型AIGC技术大模型技术评测大模型应用电影行业

AI Large-scale ModelAIGC TechnologyEvaluation of Large-scale Model TechnologyLarge-scale Model Ap-plicationsFilm Industry

《现代电影技术》 2026 (7)

22-29,8

中国电影科学技术研究所(中央宣传部电影技术质量检测所)基本科研业务费项目"AI大模型及其电影行业应用研究"(2024-DKS-1).

10.3969/j.issn.1673-3215.2026.07.003

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