Ant Group’s Robbyant Open-Sources LingBot-Vision: A 1B Boundary-Centric Vision Foundation Model for Dense Spatial Perception

Summary

<p>Ant Group's Robbyant open-sourced LingBot-Vision, a self-supervised ViT family for dense spatial perception. Masked boundary modeling makes image boundaries a native training signal. The 1B backbone matches or surpasses larger models, and initializes LingBot-Depth 2.0.</p> <p>The post <a href="https://www.marktechpost.com/2026/07/07/ant-groups-robbyant-open-sources-lingbot-vision-a-1b-boundary-centric-vision-foundation-model-for-dense-spatial-perception/">Ant Group’s Robbyant Open-Sources LingBot-Vision: A 1B Boundary-Centric Vision Foundation Model for Dense Spatial Perception</a> appeared first on <a href="https://www.marktechpost.com">MarkTechPost</a>.</p>