Image Classification on GTSRB 32 x 32 43 classes (test)
97.41Accuracy (CA)ShrinkPad
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ShrinkPadAttack=PhysicalBA2023.03 | 97.41 | 1 | 0.057 | |
| No DefenseAttack=None2023.03 | 96.95 | — | — | |
| No DefenseAttack=PhysicalBA2023.03 | 96.83 | 1 | 0.057 | |
| No DefenseAttack=Average2023.03 | 96.65 | 0.9996 | 0.0573 | |
| No DefenseAttack=Blended2023.03 | 96.58 | 0.9989 | 0.0579 | |
| No DefenseAttack=BadNet2023.03 | 96.53 | 0.9999 | 0.057 | |
| ZIPAttack=BadNet2023.03 | 96.18 | 0.0619 | 0.9603 | |
| BlurAttack=BadNet2023.03 | 95.98 | 0.0856 | 0.9511 | |
| ZIPAttack=Average2023.03 | 95.79 | 0.071 | 0.9074 | |
| ZIPAttack=Blended2023.03 | 95.74 | 0.0853 | 0.8127 | |
| ZIPAttack=PhysicalBA2023.03 | 95.44 | 0.0657 | 0.9491 | |
| BlurAttack=Blended2023.03 | 93.68 | 0.1107 | 0.7391 | |
| BlurAttack=Average2023.03 | 93.55 | 0.0798 | 0.8652 | |
| BlurAttack=PhysicalBA2023.03 | 91 | 0.0553 | 0.9053 | |
| ShrinkPadAttack=Average2023.03 | 84.17 | 0.3878 | 0.4698 | |
| ShrinkPadAttack=BadNet2023.03 | 78.33 | 0.0581 | 0.7882 | |
| ShrinkPadAttack=Blended2023.03 | 76.76 | 0.1054 | 0.5641 |