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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Rebecca Friedman

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Book Open access Jul 2026

BSR-Bench: Benchmarking MLLMs’ Basic Spatial Reasoning Capabilities

BSR-Bench, a 2D and 3D spatial reasoning benchmark designed to probe the extent to which contemporary MLLMs can support core spatial cognitive processes, suggests that, despite recent advances, current MLLMs remain more adept at logical or linguistic abstraction than at the spatially grounded reasoning that supports human cognition and creative interaction with the physical world.

Ishita Bhargava, Rebecca Friedman, Katrina Huang · 0 citations

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