Classification on SpuCo Dogs
84.7Worst Group AccuracyUW
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UWGroup Info?=true, Train Twice?=false2025.08 | 84.7 | 87.4 | |
| GroupDROGroup Info?=true, Train Twice?=false2025.08 | 83.8 | 87.6 | |
| DFRGroup Info?=true, Train Twice?=true2025.08 | 71.3 | 83.3 | |
| SupERGroup Info?=false, Train Twice?=false2025.08 | 69.7 | 76 | |
| CnCGroup Info?=false, Train Twice?=true2025.08 | 65.6 | 82 | |
| CVaR DROGroup Info?=false, Train Twice?=false2025.08 | 56.3 | 78.5 | |
| ERMGroup Info?=false, Train Twice?=false2025.08 | 54.5 | 77.4 | |
| LfFGroup Info?=false, Train Twice?=false2025.08 | 52.6 | 77.1 | |
| JTTGroup Info?=false, Train Twice?=true2025.08 | 50.4 | 77.9 | |
| IRMGroup Info?=true, Train Twice?=false2025.08 | 50 | 75.2 |