Knowledge-Intensive Video Generation

Name: Knowledge-Intensive Video Generation
Uploaded: 2026-10-04T04:27:03.410151+00:00
Duration: 448 s
Description: This work introduces Knowledge-Intensive Video Generation (KIVI1), a new task evaluating whether AI models can create factually accurate and useful videos from short, information-seeking prompts. It proposes automatic metrics, FactP and HelpS, to assess these qualities, showing that current models struggle with procedural accuracy and entity representation compared to human performance.

This work introduces Knowledge-Intensive Video Generation (KIVI1), a new task evaluating whether AI models can create factually accurate and useful videos from short, information-seeking prompts. It proposes automatic metrics, FactP and HelpS, to assess these qualities, showing that current models struggle with procedural accuracy and entity representation compared to human performance.

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