Group Robustness on Waterbirds 95%
89.7Worst Group AccuracyDFR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DFRGroup Info=true, Train Twice=true2025.08 | 89.7 | 93.6 | |
| UWGroup Info=true, Train Twice=false2025.08 | 89.3 | 94.5 | |
| GroupDROGroup Info=true, Train Twice=false2025.08 | 87.2 | 93.2 | |
| CnCGroup Info=false, Train Twice=true2025.08 | 86.5 | 91 | |
| JTTGroup Info=false, Train Twice=true2025.08 | 86.4 | 89.5 | |
| SupERGroup Info=false, Train Twice=false2025.08 | 84.4 | 87.3 | |
| LfFGroup Info=false, Train Twice=false2025.08 | 79.1 | 91.9 | |
| IRMGroup Info=true, Train Twice=false2025.08 | 76.2 | 89.4 | |
| GALSGroup Info=false, Train Twice=false2025.08 | 75.4 | 89 | |
| CVaR DROGroup Info=false, Train Twice=false2025.08 | 73.1 | 90.7 | |
| ERMGroup Info=false, Train Twice=false2025.08 | 64.9 | 90.7 |