LitePT: Lighter Yet Stronger Point Transformer
LitePT proposes a new 3D point cloud backbone that strategically uses convolutions for early layers to capture fine geometry and switches to attention for deeper layers to capture high-level context. This hybrid design results in a model with 3.6 times fewer parameters and better efficiency than Point Transformer V3, improving performance across segmentation and detection tasks.