Image Classification on CIFAR-10 (Adversarial Robustness Evaluation)
97.34Accuracy (Natural)DARTS-C34
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DARTS-C34Params (MB)=2.9982021.02 | 97.34 | — | — | 30.31 | — | |
| MOML-V3Params (MB)=3.0182021.02 | 97.25 | — | — | 35.22 | — | |
| MOML-V2Params (MB)=2.3672021.02 | 97.18 | — | — | 36.15 | — | |
| DARTS-C30Params (MB)=2.3542021.02 | 97.13 | — | — | 31.53 | — | |
| DARTS-C26Params (MB)=1.7872021.02 | 96.91 | — | — | 28.45 | — | |
| MOML-V1Params (MB)=1.7542021.02 | 96.48 | — | — | 42.66 | — | |
| NaturalApproach=Natural2019.11 | 95.26 | 40.25 | 49.17 | 0 | — | |
| ARTApproach=ART2019.11 | 89.84 | 92.9 | 91.76 | 37.58 | — | |
| PGD-10Approach=PGD-10, Attack Steps=102019.11 | 87.32 | 69 | 72.27 | 44.07 | — |