Image Classification on CIFAR10 (test) (Accuracy vs Corruption Severity)
91.9Accuracy (Severity 0)SharpDRO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SharpDROCorruption Type=Shot2025.12 | 91.9 | 91.1 | 90.2 | 88.6 | 86.5 | 83.3 | |
| JTTCorruption Type=Shot2025.12 | 91.3 | 90.5 | 89.3 | 86.5 | 83.1 | 79.8 | |
| SharpDROCorruption Type=Gaussian2025.12 | 91.2 | 91.3 | 88.9 | 87.3 | 85.6 | 83.1 | |
| EIILCorruption Type=Shot2025.12 | 90.3 | 90.1 | 88.3 | 86.2 | 82.3 | 78.5 | |
| JTTCorruption Type=Gaussian2025.12 | 89.9 | 88.8 | 86.5 | 86.1 | 83.4 | 79.8 | |
| EIILCorruption Type=Gaussian2025.12 | 88.6 | 87.5 | 86.3 | 85.4 | 83.2 | 78.8 |