@article{spear1scalingbeyondrobotdemonstrationsvi, title = {SPEAR-1: Scaling Beyond Robot Demonstrations via 3D Understanding}, author = {Nikolay Nikolov and Giuliano Albanese and Sombit Dey and Aleksandar Yanev and Luc Van Gool and Jan-Nico Zaech and Danda Pani Paudel}, year = {2025}, eprint = {2511.17411}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.17411}, }