agent/papers/items/2026-2605-30090-directorbench-diagnosing-long-form-video-generation-with-personalized-multi-agen.md

Paper: DirectorBench: Diagnosing Long-Form Video Generation with Personalized Multi-Agent Evaluation

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type: paper title: "DirectorBench: Diagnosing Long-Form Video Generation with Personalized Multi-Agent Evaluation" authors: Jiamin Chen, Qianben Chen, Jiawen Zhang, Yidi Wu, Yuchen Li, Xiaokun Zhang, Wangchunshu Zhou, Chen Ma year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.30090 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-28 updated_at: 2026-05-28 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• multi-agent
• rag
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.CL
• cs.CV related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 20 collection_queries: agent-evaluation

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: agent-evaluation
• inferred topics: agent-evaluation, agent-safety, multi-agent, rag, tool-use, workflow-agent
• arXiv categories: cs.CL, cs.CV
• collection score: 20

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2605.30090