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. 2023 Sep 22;17:1269447. doi: 10.3389/fnbot.2023.1269447

Table 5.

Based on the Waymo open dataset, select the comparison of different environmental factors in terms of ODA and OASR indicators.

Method Datasets: Waymo open dataset (Sun et al., 2020)
Ambient condition
Day Night Sunny day Rainy day
ODA (%) OASR (%) ODA (%) OASR (%) ODA (%) OASR (%) ODA (%) OASR (%)
Xue et al. (2023) 85.16 92.45 85.16 92.45 85.16 92.45 85.16 92.45
Hao et al. (2023) 93.22 93.04 86.21 91.04 73.28 94.71 91.65 90.78
Taghavifar et al. (2023) 86.02 94.25 74.98 90.16 83.23 95.71 78.51 95.11
Lin et al. (2023) 84.81 93.65 79.53 93.69 70.37 92.86 81.81 86.05
Tan et al. (2023) 70.98 90.56 92.37 92.54 70.65 92.27 70.29 92.92
Xu L. et al. (2023) 91.84 93.36 90.96 93.71 83.02 94.98 84.11 86.91
Ours 95.62 94.96 93.89 95.16 89.49 95.86 92.03 95.78