Image Classification on CIFAR10 (PGD Attack Efficiency and Robustness)
91.73Clean AccuracyXCiT-L12
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| XCiT-L12Model=(k)2025.03 | 91.73 | 59.05 | 59.05 | 5,919,769 | 274,794 | 95.36 | 94.97 | |
| Carmon2019Model=(j)2025.03 | 89.69 | 62.01 | 62.01 | 6,214,308 | 3,371,294 | 45.75 | 35.4 | |
| R18_ddpmModel=(l)2025.03 | 83.53 | 59.61 | 59.61 | 5,968,606 | 215,905 | 96.38 | 93.15 |