Image Classification on CIFAR10 (test) (Adversarial Robustness Scores)
86.19Anat ScoreEn1WideResNet34-10
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| En1WideResNet34-10Architecture=WideResNet34-10, Ensemble Size=12018.11 | 86.19 | 61.82 | 56.6 | 69.32 | |
| En2ResNet44Architecture=ResNet44, Ensemble Size=22018.11 | 82.91 | 58.29 | 51.86 | 66.89 | |
| En5ResNet20Architecture=ResNet20, Ensemble Size=52018.11 | 82.52 | 58.92 | 51.48 | 67.73 | |
| En2ResNet110Architecture=ResNet110, Ensemble Size=22018.11 | 82.43 | 59.24 | 53.03 | 68.67 | |
| ResNet110Architecture=ResNet1102018.11 | 82.19 | 57.61 | 52.02 | 62.92 | |
| En1ResNet44Architecture=ResNet44, Ensemble Size=12018.11 | 82.03 | 57.8 | 51.83 | 66 | |
| En2ResNet20Architecture=ResNet20, Ensemble Size=22018.11 | 80.34 | 57.23 | 50.06 | 66.47 | |
| ResNet44Architecture=ResNet442018.11 | 78.89 | 54.54 | 48.85 | 61.33 | |
| En1ResNet20Architecture=ResNet20, Ensemble Size=12018.11 | 77.21 | 55.35 | 49.06 | 65.69 | |
| ResNet20Architecture=ResNet202018.11 | 75.11 | 50.89 | 46.03 | 58.73 |