The MLS-BRN framework can be extended to other 3D reconstruction tasks by adapting the network architecture and training strategies to suit the specific requirements of the new tasks. For example, for tasks such as terrain reconstruction or object reconstruction, the network can be modified to handle different types of shapes and structures. Additionally, the training data can be curated to include annotations relevant to the new tasks, such as ground elevation data for terrain reconstruction or object segmentation masks for object reconstruction. By adjusting the input data, network architecture, and training strategies, the MLS-BRN framework can be applied to a wide range of 3D reconstruction tasks beyond building reconstruction.