I. Introduction  
II. 3D LiDAR Datasets and Statistical Analysis  
III. Methods of 3D Semantic Segmentation  
IV. Data Hungry or Not? Experiments  
V. Efforts to Solve the Data Hunger Problem  
VI. Future Works and Discussion  
VII. Conclusion