Fair Classification on CelebA corrupted level-3 Gaussian noise (test)
97.63Accuracy (s+)Vanilla
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VanillaTest Data=corrupted2025.03 | 97.63 | 82.35 | 88.27 | 0.1528 | 0.1077 | |
| MSAMTest Data=corrupted2025.03 | 97.31 | 85.54 | 90.1 | 0.1177 | 0.0748 | |
| FairRegTest Data=corrupted2025.03 | 97.23 | 82.58 | 88.24 | 0.1465 | 0.0813 | |
| ReweighedTest Data=corrupted2025.03 | 97.01 | 82.95 | 88.39 | 0.1406 | 0.113 | |
| GroupSAMTest Data=corrupted2025.03 | 96.86 | 89.38 | 92.28 | 0.0748 | 0.0374 | |
| SAMTest Data=corrupted2025.03 | 96.29 | 87.88 | 91.14 | 0.0841 | 0.0407 | |
| FairSAMTest Data=corrupted2025.03 | 95.32 | 91.37 | 92.91 | 0.0395 | 0.0073 | |
| GroupDROTest Data=corrupted2025.03 | 91.32 | 90.52 | 90.84 | 0.008 | 0.0197 |