SPAN-Nav: Generalized Spatial Awareness for Versatile Embodi
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Source roundup from published reports. Claims below are attributed to their publishers, not independently verified. arXiv Robotics — research abstracts: SPAN-Nav: Generalized Spatial Awareness for Versatile Embodied Navigation. SPAN-Nav is an end-to-end foundation model that enhances embodied navigation with universal 3D spatial awareness using RGB video streams. It extracts spatial priors across diverse scenes through occupancy prediction and …
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- arXiv Robotics — research abstractsSPAN-Nav: Generalized Spatial Awareness for Versatile Embodied Navigation
SPAN-Nav is an end-to-end foundation model that enhances embodied navigation with universal 3D spatial awareness using RGB video streams. It extracts spatial priors across diverse scenes through occupancy prediction and uses a single token to encapsulate coarse-grained cues for navigation. The model achieves state-of-the-art performance across three benchmarks and validates robust generalization in real-world scenarios.
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