Traffic Sign Classification on Customized Traffic Sign Dataset
0.08Defense Time (ms)GAN-based single-stage defense strategy
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GAN-based single-stage defense strategyStatistic=Standard Deviation2025.03 | 0.08 | 0.13 | 0.19 | |
| GAN-based single-stage defense strategyStatistic=Minimum2025.03 | 0.86 | 4.5 | 4.94 | |
| GAN-based single-stage defense strategyStatistic=Average2025.03 | 0.9 | 4.61 | 5.04 | |
| GAN-based single-stage defense strategyStatistic=Maximum2025.03 | 1.51 | 5.1 | 6.54 | |
| PADStatistic=Standard Deviation2025.03 | 107.72 | 0.13 | 107.76 | |
| PADStatistic=Minimum2025.03 | 1,301.7 | 4.5 | 1,306.3 | |
| PADStatistic=Average2025.03 | 1,453.32 | 4.61 | 1,458.04 | |
| PADStatistic=Maximum2025.03 | 1,856.2 | 5.1 | 1,861 |