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Yi-Xuan Zou

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#artificial intelligence Preprint Oct 2026

RoTA-Bench: Evaluating 3D Spatial Reasoning through Interactive Projection Alignment

Can vision-language models turn 2D observations into 3D understanding that supports precise action? This requires inferring object geometry, anticipating the effects of rotation, and refining actions through visual feedback. We introduce RoTA-Bench to evaluate these abilities through interactive 3D-to-2D projection ali...

Qing-Chuan Ma, Yue-Xiao Ma, Xiang Meng et al. · 0 citations

SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models

SocialOmni is introduced, an offline diagnostic benchmark that separates three turn-level decisions: identifying who is speaking, deciding when a designated participant should enter at an annotated query time, and determining how that participant should continue the dialogue.

Tian-Yu Xie, Jin-Fa Huang, Yue-Xiao Ma et al. · 12 citations · ⚡1

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