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Traffic Sign Classification on Customized Traffic Sign Dataset
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0.08
Defense Time (ms)
GAN-based single-stage defense strategy
-74.1648
426.9876
928.14
1,429.2924
Mar 16, 2025
Defense Time (ms)
Classification Time (ms)
Overall Latency (ms)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Defense Time (ms)
Classification Time (ms)
Overall Latency (ms)
GAN-based single-stage defense strategy
Statistic=Standard Dev...
2025.03
0.08
0.13
0.19
GAN-based single-stage defense strategy
Statistic=Minimum
2025.03
0.86
4.5
4.94
GAN-based single-stage defense strategy
Statistic=Average
2025.03
0.9
4.61
5.04
GAN-based single-stage defense strategy
Statistic=Maximum
2025.03
1.51
5.1
6.54
PAD
Statistic=Standard Dev...
2025.03
107.72
0.13
107.76
PAD
Statistic=Minimum
2025.03
1,301.7
4.5
1,306.3
PAD
Statistic=Average
2025.03
1,453.32
4.61
1,458.04
PAD
Statistic=Maximum
2025.03
1,856.2
5.1
1,861
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