Image Classification on CMNIST original unshifted
73.6Worst AccuracyHierarchical Group DRO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Hierarchical Group DROGroup label=true2025.10 | 73.6 | 75.1 | |
| LISAGroup label=true2025.10 | 73.3 | 74 | |
| GroupDROGroup label=true2025.10 | 73.1 | 74.8 | |
| PDEGroup label=true2025.10 | 72.6 | 73 | |
| GICGroup label=false2025.10 | 72.2 | 73.2 | |
| SSAGroup label=false2025.10 | 71.1 | 75 | |
| JTTGroup label=false2025.10 | 67.3 | 76.4 | |
| DFRtrGroup label=true2025.10 | 59.8 | 62.1 | |
| ERMGroup label=false2025.10 | 3.4 | 12.9 |