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News/NarrativeTrack: Evaluating Entity-Centric Reasoning for Narrative Understanding
arxiv
PublishedJuly 3, 2026 at 4:00 AM
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NarrativeTrack: Evaluating Entity-Centric Reasoning for Narrative Understanding

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arXiv:2601.01095v3 Announce Type: replace-cross Abstract: Multimodal large language models (MLLMs) have achieved impressive progress in vision-language reasoning, yet their ability to understand temporally unfolding narratives in videos remains underexplored. True narrative understanding requires gr

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