Image Classification on SpuCo Dogs
6.5Group Accuracy VarianceUW
Evaluation results
| Method | Links | |
|---|---|---|
| UWGroup Info?=Yes, Train Twice?=No2025.08 | 6.5 | |
| GroupDROGroup Info?=Yes, Train Twice?=No2025.08 | 10 | |
| SupERGroup Info?=No, Train Twice?=No2025.08 | 28.4 | |
| CnCGroup Info?=No, Train Twice?=Yes2025.08 | 261.7 | |
| DFRGroup Info?=Yes, Train Twice?=Yes2025.08 | 282.9 | |
| CVaR DROGroup Info?=No, Train Twice?=No2025.08 | 558.5 | |
| LfFGroup Info?=No, Train Twice?=No2025.08 | 582.9 | |
| ERMGroup Info?=No, Train Twice?=No2025.08 | 603.9 | |
| JTTGroup Info?=No, Train Twice?=Yes2025.08 | 621.4 | |
| IRMGroup Info?=Yes, Train Twice?=No2025.08 | 776.7 |