Group Robustness on Waterbirds 100%
79.7Worst Group AccuracySupER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SupERGroup Info=false, Train Twice=false2025.08 | 79.7 | 85 | |
| CnCGroup Info=false, Train Twice=true2025.08 | 62.1 | 81.9 | |
| LfFGroup Info=false, Train Twice=false2025.08 | 61.5 | 80.6 | |
| JTTGroup Info=false, Train Twice=true2025.08 | 61.3 | 79.7 | |
| CVaR DROGroup Info=false, Train Twice=false2025.08 | 58 | 79 | |
| IRMGroup Info=true, Train Twice=false2025.08 | 57 | 80.5 | |
| GroupDROGroup Info=true, Train Twice=false2025.08 | 56.5 | 79.4 | |
| UWGroup Info=true, Train Twice=false2025.08 | 56.4 | 78.6 | |
| GALSGroup Info=false, Train Twice=false2025.08 | 55 | 79.7 | |
| DFRGroup Info=true, Train Twice=true2025.08 | 48.2 | 76.4 | |
| ERMGroup Info=false, Train Twice=false2025.08 | 46.4 | 74.8 |