Classification on FairFace bias-free (test)
90.4Balanced AccuracyResNet
Evaluation results
| Method | Links | |
|---|---|---|
| ResNetData=No Bias (Upper Bound)2025.06 | 90.4 | |
| DISCOmBackbone=ResNet2025.06 | 86 | |
| sDISCOBackbone=ResNet, Footnote=†2025.06 | 85 | |
| AdversarialBackbone=ResNet2025.06 | 84.6 | |
| GDROBackbone=ResNet2025.06 | 84 | |
| c-MMDBackbone=ResNet2025.06 | 82.4 | |
| CIRCEBackbone=ResNet2025.06 | 82.2 | |
| IRMBackbone=ResNet2025.06 | 82.1 | |
| HSCICBackbone=ResNet2025.06 | 74.8 | |
| ResNetData=Biased (Lower Bound)2025.06 | 74.4 | |
| FishrBackbone=ResNet2025.06 | 72.7 |