Author

Vicky Kalogeiton

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Preprint Aug 2026

TAKE 85: Testing Audiovisual filmmaKer's intEnt across 85 Hours of Film

This work introduces TAKE 85, the first benchmark for directorial-intent understanding, comprising 398 short films with expert-verified question-answer pairs spanning global and fine-grained visual and audio intent, and establishes directorial intent as a previously overlooked dimension of multimodal understanding.

Kaishuu Shinozaki-Conefrey, Olivier Pascaud, Robin Courant et al. · 0 citations