NVIDIA SpatialClaw Gains 11.2 Points on Spatial Benchmarks, No Fine-Tuning

SpatialClaw is a training-free spatial reasoning agent where a VLM generates Python in a persistent kernel, composing perception tools and iteratively revising plans. It outperforms prior agents by 11.2 points across 20 benchmarks without any fine-tuning required.