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Author

Sung-Bin Kim

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Preprint Oct 2026

Hear, Localize, and Reason: Spatially Aware Scene Understanding for Audio-Visual LLMs

HLR-AVSceneQA is introduced, a comprehensive benchmark with a hear-localize-reason hierarchy that evaluates whether models can recognize what is heard, localize sound sources in egocentric and allocentric views, and use these localized sources to reason about how they relate to the visual scene.

Sung-Bin Kim, JungMok Lee, Jin-Woo Jung et al. · 0 citations

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