Hands-On Test of LingBo Vision Model for Embodied AI
karminski3 · x · 2026-07-09
The post tests Ant LingBo's LingBot-Vision. Despite having only 1B parameters, the author finds its spatial geometry and boundary perception strong enough to match or even surpass the 7B parameter DINOv3. The author also demonstrates zero-shot video object tracking, highlighting its exceptional performance in hardware-level depth completion for transparent glass and reflective objects. However, its global classification ability is relatively average, making it best suited as a visual backbone for embodied AI, robot navigation, or robotic arm grasping.
Related event: Robbyant Releases LingBot-Vision: 1B Spatial Model Beats 7B(7 posts)→
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