Author

Po-han Li

The University of Texas at Austin

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Jul 2026

ViewMind3D: Modular View-Aware Inference for Training-Free 3D-QA

ViewMind3D is presented, a fully training-free and modular framework for 3D spatial reasoning over multi-view observations of a scene without requiring complete 3D reconstruction, which improves performance on spatially grounded question types, such as ``What''questions in SQA3D, while maintaining strong overall accura...

Ping-Kun Chiang, Kun-Ru Wu, Po-han Li et al. · arXiv.org · 0 citations