Image Classification on CIFAR-10 1v6
9.3Error (Actual)GLK23
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GLK23Source=cifar10, Attack Rate (%)=02025.12 | 9.3 | 14.9 | — | — | 3.1 | — | — | |
| Consistent Disagreement Discrepancy SurrogateSource=cifar10, Attack Rate (%)=02025.12 | 9.3 | — | 28.7 | — | — | 16.9 | — | |
| RG23Source=cifar10, Attack Rate (%)=02025.12 | 9.3 | — | — | 19.4 | — | — | 7.6 | |
| GLK23Source=cifar10, Attack Rate (%)=12.52025.12 | 15.1 | 15.4 | — | — | 2.4 | — | — | |
| Consistent Disagreement Discrepancy SurrogateSource=cifar10, Attack Rate (%)=12.52025.12 | 15.1 | — | 28.5 | — | — | 15.4 | — | |
| RG23Source=cifar10, Attack Rate (%)=12.52025.12 | 15.1 | — | — | 21.4 | — | — | 8.4 | |
| GLK23Source=cifar10, Attack Rate (%)=252025.12 | 21.9 | 13.6 | — | — | 1.8 | — | — | |
| Consistent Disagreement Discrepancy SurrogateSource=cifar10, Attack Rate (%)=252025.12 | 21.9 | — | 24.1 | — | — | 12.3 | — | |
| RG23Source=cifar10, Attack Rate (%)=252025.12 | 21.9 | — | — | 18.7 | — | — | 6.9 | |
| GLK23Source=cifar10, Attack Rate (%)=502025.12 | 35.7 | 15.4 | — | — | 2.4 | — | — | |
| Consistent Disagreement Discrepancy SurrogateSource=cifar10, Attack Rate (%)=502025.12 | 35.7 | — | 28.5 | — | — | 15.4 | — | |
| RG23Source=cifar10, Attack Rate (%)=502025.12 | 35.7 | — | — | 20.2 | — | — | 7.2 |