SpatialOPSD: Self-Distilling Spatial Intelligence from Verified Coding Agent Traces
SpatialOPSD internalizes spatial reasoning into Multimodal Large Language Models by using verified agent traces as privileged information for self-distillation. It treats spatial coding agents as oracles that generate reliable reasoning steps, allowing the MLLM to learn superior spatial skills without needing external tools during inference.