Image Classification on CIFAR10 (Severity-Based Accuracy)
93.1Accuracy (Severity 0)SharpDRO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SharpDROType=Gaussian2025.12 | 93.1 | 92.2 | 91.4 | 89.2 | 87.1 | 84.5 | |
| ERMType=Shot2025.12 | 92.5 | 91.1 | 89.9 | 85.6 | 85.7 | 78.8 | |
| GroupDROType=Shot2025.12 | 92.2 | 91.4 | 89.4 | 84 | 84.7 | 78.3 | |
| IRMType=Gaussian2025.12 | 91.8 | 90.3 | 89.5 | 86.7 | 81.8 | 80 | |
| SharpDROType=Shot2025.12 | 91.7 | 93.3 | 92.5 | 91 | 88.2 | 83.9 | |
| RExType=Gaussian2025.12 | 91.3 | 89.5 | 88.1 | 86.7 | 83.3 | 80.5 | |
| RExType=Shot2025.12 | 91.1 | 90.6 | 90.2 | 86.8 | 84.7 | 80.5 | |
| ERMType=Gaussian2025.12 | 90.9 | 89.2 | 86.4 | 85.9 | 83.5 | 78.8 | |
| IRMType=Shot2025.12 | 90.4 | 90.3 | 89.4 | 86.3 | 84.3 | 79.1 | |
| GroupDROType=Gaussian2025.12 | 90.2 | 89.1 | 88.4 | 84.3 | 83 | 78.2 |