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Visual prompt engineering for video models

15 upvotes · 28 JUL 2026 · Robert Geirhos, Yuxuan Li, Thaddäus Wiedemer et al.

This paper explores whether visual prompt engineering, which involves modifying the task image to improve video model performance, can be as effective as text-based prompt engineering for video models, and if so, why it's worth trying for practitioners looking to improve their visual reasoning tasks.

video modelsvisual prompt engineeringimage editing modelscontinual learningvisual reasoning