Image Classification on CIFAR100 (test) (Severity Robustness)
0.703Acc (Sev 0)SharpDRO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SharpDROCorruption Type=Gaussian2025.12 | 0.703 | 0.688 | 0.652 | 0.603 | 0.574 | 0.553 | |
| SharpDROCorruption Type=Shot2025.12 | 0.689 | 0.662 | 0.649 | 0.598 | 0.565 | 0.51 | |
| JTTCorruption Type=Gaussian2025.12 | 0.68 | 0.653 | 0.613 | 0.563 | 0.542 | 0.512 | |
| EIILCorruption Type=Gaussian2025.12 | 0.672 | 0.662 | 0.61 | 0.558 | 0.546 | 0.521 | |
| EIILCorruption Type=Shot2025.12 | 0.665 | 0.653 | 0.628 | 0.575 | 0.565 | 0.495 | |
| JTTCorruption Type=Shot2025.12 | 0.663 | 0.653 | 0.634 | 0.566 | 0.555 | 0.486 |