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. 2022 Nov 24;22(23):9108. doi: 10.3390/s22239108

Table 3.

Measurement metrics comparison.

Experiments
Crash Avoidance
Only
Path Planning
and AEB
Only
Crash Avoidance,
Path Planning and
AEB
Input
Representations
Precision Recall F1-Score Accuracy MSE throttle MSE Steer MSE brake Precision Recall F1-Score Accuracy MSE throttle MSE Steer MSE brake
Front Camera 0.5513 0.4804 0.5134 0.71 0.2214 0.2552 0.3285 0.6589 0.6 0.628 0.79 0.1933 0.1902 0.2655
Panorama 0.6218 0.604 0.6127 0.78 0.2176 0.2333 0.2805 0.7785 0.7915 0.7849 0.86 0.1552 0.1414 0.1966
Bird Eye View (BEV) 0.7106 0.6715 0.6904 0.82 0.1988 0.2279 0.2794 0.8947 0.8858 0.8902 0.92 0.1135 0.1081 0.1433