@article{pointditpixelspacediffusionformonocularg, title = {PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation}, author = {Haofei Xu and Rundi Wu and Philipp Henzler and Nikolai Kalischek and Michael Oechsle and Fabian Manhardt and Marc Pollefeys and Andreas Geiger and Federico Tombari and Michael Niemeyer}, year = {2026}, eprint = {2607.02515}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.02515}, }