Lingbot-map: A 3D foundation model for reconstructing scenes from streaming data

LingBot-Map uses a Geometric Context Transformer to unify coordinate grounding and drift correction for streaming 3D reconstruction. A feed-forward architecture with paged KV cache attention enables stable inference at approximately 20 FPS on 518x378 resolution for sequences exceeding 10,000 frames.