Classification on Waterbirds bias-free (test)
90.8Balanced AccuracyResNet
Evaluation results
| Method | Links | |
|---|---|---|
| ResNetData=No Bias (Upper Bound)2025.06 | 90.8 | |
| CIRCEBackbone=ResNet2025.06 | 89.4 | |
| sDISCOBackbone=ResNet, Footnote=†2025.06 | 87.4 | |
| DISCOmBackbone=ResNet2025.06 | 86.7 | |
| GDROBackbone=ResNet2025.06 | 86.5 | |
| IRMBackbone=ResNet2025.06 | 85.8 | |
| c-MMDBackbone=ResNet2025.06 | 85.3 | |
| HSCICBackbone=ResNet2025.06 | 85.3 | |
| AdversarialBackbone=ResNet2025.06 | 84.5 | |
| FishrBackbone=ResNet2025.06 | 81.4 | |
| ResNetData=Biased (Lower Bound)2025.06 | 73 |