For the evaluation of LiDAR-based models, the Average Precision (AP) metric for object detection is used. The detection accuracy is calculated under two different Intersection over Union (IoU) thresholds: 0.5 and 0.7. The final AP score is then obtained as a weighted combination of the two results, as follows: AP=40%*AP@50+60%*AP@70。