MAVEN: A Multi-stage Agentic Annotation Pipeline for Video Reasoning Tasks

Han Zhang, Wanting Jiang, Tomasz Kornuta +2

Training Vision Language Models (VLMs) for video event reasoning requires high-quality structured annotations capturing not only what happened, but when, where, why, and with what…