Beyond Watching and Searching: Benchmarking Agents for Video-centered Deep Research Reports

One-line takeaway

Qwen introduces video-centered deep research report generation and OmniDR-Bench, where agents retrieve multimodal evidence and produce interactive reports linked to video moments, scored with Omni Atomic Rubric Trees.

通义千问提出以视频为中心的深度研究报告任务和 OmniDR-Bench：agent 根据视频和需求找问题、检索多模态证据，生成链接到视频片段的交互式报告，并用 Omni-ARTs 评分。