Image Classification on Waterbirds original unshifted
90.8Worst AccuracyHierarchical Group DRO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Hierarchical Group DROGroup label=true2025.10 | 90.8 | 92.6 | |
| GroupDROGroup label=true2025.10 | 90.6 | 92.7 | |
| PDEGroup label=true2025.10 | 90.3 | 92.4 | |
| DFRtrGroup label=true2025.10 | 90.2 | 97 | |
| LISAGroup label=true2025.10 | 89.2 | 91.8 | |
| SSAGroup label=false2025.10 | 89 | 92.2 | |
| CnCGroup label=false2025.10 | 88.5 | 90.9 | |
| GICGroup label=false2025.10 | 86.3 | 89.6 | |
| JTTGroup label=false2025.10 | 83.8 | 89.3 | |
| ERMGroup label=false2025.10 | 62.6 | 97.3 |