Fully Sparse 3D Occupancy Prediction: A Novel Approach for Efficient and Accurate Scene Understanding

SparseOcc, the first fully sparse occupancy network, achieves state-of-the-art performance on the Occ3D-nuScenes benchmark while maintaining real-time inference speed by exploiting the inherent sparsity of 3D scenes.