Author

Shenglin Wang

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Jul 2026

SpatialQ: Understanding 3D Gaussian Splatting Scene Quality via Visual-based MLLM

A 3D-aware quality representation learning framework is introduced by augmenting a VGGT-based encoder with a dedicated quality head, enabling the learning of structure-aware quality representations beyond appearance-driven features.

Jingxuan Su, Shenglin Wang, Tie-Song Zhao et al. · arXiv.org · 0 citations