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#artificial intelligence Preprint Oct 2026

Rotated, but How Far? Diagnosing and Improving Object-Rotation Reasoning in VLMs

Vision-language models (VLMs) can detect that an object has rotated across views, but cannot reliably tell by how much. We introduce OR-Bench, a fine-grained benchmark for object-rotation reasoning with eight tasks covering rotation detection, rotation magnitude estimation, and multi-view rotation reasoning. Across 12...

Zhao-Chen Wang, Yu-Jun Cai, Huang-Bo Zou et al. · 0 citations
Preprint Sep 2026

AdaM-Rec: Adaptive Modality Routing for Multimodal Recommendation

While recent multimodal recommender systems have demonstrated the effectiveness of incorporating visual and textual information to improve downstream performance, most existing methods rely on static modality fusion, assuming that the relative importance of textual and visual signals remains stable across recommendatio...

Honghao Fu, Jiacheng Chen, Man-Xi Lin et al. · 0 citations

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