uni4dUni4D demonstrates superior visual quality, temporal consistency, and geometric accuracy across a variety of challenging scenes across various datasets. Quantative evaluation throughUni4D is a novel method for learning discriminative 4D representations from point cloud videos using a self-disentangled Masked AutoEncoder. It outperforms existing methods