Image Classification on CIFAR-10C (Frost Level 4)
16.9Error RateGLK23
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GLK23Source=cifar10, Attack Rate (%)=02025.12 | 16.9 | 16.9 | — | — | 5.9 | — | — | |
| Consistent Disagreement Discrepancy SurrogateSource=cifar10, Attack Rate (%)=02025.12 | 16.9 | — | 56.7 | — | — | 45.7 | — | |
| RG23Source=cifar10, Attack Rate (%)=02025.12 | 16.9 | — | — | 26.5 | — | — | 15.5 | |
| Consistent Disagreement Discrepancy SurrogateSource=cifar10, Attack Rate (%)=502025.12 | 35.7 | — | 51.9 | — | — | 40.9 | — |