Seeing Isn’t Orienting: A Cognitively Informed Hierarchical Benchmark for Object Orientation in MLLMs

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Authors: Nazia Tasnim, Keanu Nichols, Yuting Yan, Nicholas Ikechukwu, Elva Xin Zou, Deepti Ghadiyaram, Bryan A. Plummer
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Fields of Study & Subjects

Multimodal Machine Learning Applications

Publication details

Journal / source
Lecture notes in computer science
Pages
584–608
Publication date
1 January 2026
Language
EN