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. 2020 Dec 28;21(1):136. doi: 10.3390/s21010136

Table 3.

Performance comparison of different fusion methods on the KITTI validation set.

Method 3D Detection (IoU = 0.7) BEV Detection (IoU = 0.7)
Easy Moderate Hard Easy Moderate Hard
Baseline 88.46 78.15 76.68 90.01 87.45 85.08
Early Concat Fusion 88.44 78.27 77.09 90.10 87.83 86.28
Early Sum Fusion 89.10 78.68 77.35 90.21 87.82 85.99
Late Concat Fusion 88.66 78.55 77.25 90.12 88.05 86.80
Late Sum Fusion 89.02 78.70 77.57 90.20 87.88 86.20