Image Classification on CIFAR100 (Severity-Based Accuracy)
72.3Acc (Sev 0)SharpDRO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SharpDROType=Gaussian2025.12 | 72.3 | 72.2 | 71.5 | 62.4 | 59.7 | 55.7 | |
| SharpDROType=Shot2025.12 | 71.3 | 70.5 | 68.3 | 63.6 | 60.5 | 53.4 | |
| ERMType=Gaussian2025.12 | 68.2 | 64.8 | 60.6 | 56.9 | 53.9 | 50.2 | |
| RExType=Gaussian2025.12 | 68 | 65.1 | 61.8 | 56.8 | 53.2 | 51.5 | |
| ERMType=Shot2025.12 | 67.6 | 65.1 | 62.9 | 56 | 55.1 | 47.3 | |
| IRMType=Shot2025.12 | 67.5 | 65.7 | 62.7 | 59.5 | 55.8 | 48.3 | |
| GroupDROType=Shot2025.12 | 67 | 65.8 | 63.1 | 58.9 | 57.5 | 49.3 | |
| GroupDROType=Gaussian2025.12 | 66.1 | 61.7 | 59.3 | 53.6 | 54 | 50.6 | |
| RExType=Shot2025.12 | 65.7 | 63.8 | 61.9 | 59.3 | 53.8 | 48.1 | |
| IRMType=Gaussian2025.12 | 64.7 | 64.7 | 62.2 | 54.5 | 53.4 | 50.4 |