Image Classification on Imagenette 256 x 256 10 classes (test)
90.67Classification AccuracyNo Defense
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| No DefenseAttack=PhysicalBA2023.03 | 90.67 | 72.94 | 34.29 | |
| ShrinkPadAttack=PhysicalBA2023.03 | 90.21 | 96.81 | 13.07 | |
| No DefenseAttack=Average2023.03 | 87.27 | 89.11 | 19.82 | |
| ZIPAttack=PhysicalBA2023.03 | 87.26 | 10.91 | 86.54 | |
| No DefenseAttack=Blended2023.03 | 86.14 | 99.85 | 10.19 | |
| No DefenseAttack=BadNet2023.03 | 84.99 | 94.53 | 14.98 | |
| BlurAttack=PhysicalBA2023.03 | 84.84 | 32.4 | 74.87 | |
| No DefenseAttack=None2023.03 | 84.58 | — | — | |
| ZIPAttack=Average2023.03 | 84.24 | 8.94 | 82.96 | |
| ZIPAttack=BadNet2023.03 | 84.05 | 7.55 | 83.97 | |
| BlurAttack=Average2023.03 | 81.75 | 42.75 | 60.13 | |
| BlurAttack=BadNet2023.03 | 81.47 | 16.45 | 79.94 | |
| ZIPAttack=Blended2023.03 | 81.42 | 8.35 | 78.36 | |
| BlurAttack=Blended2023.03 | 78.95 | 79.41 | 25.57 | |
| ShrinkPadAttack=Average2023.03 | 78.5 | 42 | 39.96 | |
| ShrinkPadAttack=Blended2023.03 | 74.06 | 28.63 | 36.1 | |
| ShrinkPadAttack=BadNet2023.03 | 71.23 | 3.56 | 70.72 |