Image Classification on CIFAR10 (test) (Natural & Adversarial Accuracy)
78.1Natural AccuracyOracle
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Oracle2022.11 | 78.1 | 47.35 | 45.66 | 43.47 | |
| Warm-up+PLA2022.11 | 65.88 | 43.29 | 41.3 | 40.28 | |
| Two-stage2022.11 | 64.98 | 42.48 | 39.9 | 38.89 | |
| FORWARD2022.11 | 15.41 | 13.58 | 13.03 | 12.94 | |
| SCL_NL2022.11 | 14.45 | 13.13 | 12.84 | 12.79 | |
| SCL_EXP2022.11 | 13.49 | 12.55 | 12.45 | 12.38 | |
| NN2022.11 | 11.79 | 11.13 | 11.14 | 11.1 | |
| LOG2022.11 | 11.7 | 11.04 | 10.49 | 10.44 | |
| FREE2022.11 | 11.6 | 10.54 | 10.45 | 10.32 | |
| EXP2022.11 | 10.97 | 10.56 | 10.38 | 10.37 |