方法 | 汽车行人骑行者 | mAP | ||||||||
简单中等困难 | 简单中等困难 | 简单中等困难 | ||||||||
VoxelNet [3] | 77.47 | 65.11 | 57.73 | 39.48 | 33.69 | 31.50 | 61.22 | 48.36 | 44.37 | 49.05 |
Second [4] | 83.13 | 73.66 | 66.20 | 51.07 | 42.56 | 37.29 | 70.51 | 53.85 | 46.90 | 56.69 |
PointPillars [5] | 79.05 | 74.99 | 68.30 | 52.08 | 43.53 | 41.49 | 75.48 | 59.07 | 52.92 | 59.20 |
改进PointPillars | 85.59 | 75.97 | 71.99 | 53.50 | 47.15 | 43.23 | 80.71 | 63.11 | 60.14 | 62.07 |