Image Classification on CIFAR10 (Clean, 20-step, 100-step metrics)
95.3Accuracy (Clean)Baseline
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Baseline2022.07 | 95.3 | 0 | 0 | |
| Adv. Trainingadversarial_training_steps=10-step2022.07 | 83.4 | 46.5 | 46.5 | |
| Rotationsbase_training=Adversarial Training2022.07 | 82.8 | 49.3 | 49.2 | |
| LoRot-Ebase_training=Adversarial Training2022.07 | 82.6 | 52.8 | 52.8 | |
| LoRot-Ibase_training=Adversarial Training2022.07 | 82.1 | 52.7 | 52.6 |