Image Classification on Waterbirds 95%
6Accuracy Variance (Group)SupER
Evaluation Results
| Method | Links | |
|---|---|---|
| SupER2025.08 | 6 | |
| SupERGroup Info?=No, Train Twice?=No2025.08 | 6 | |
| JTT2025.08 | 6.1 | |
| JTTGroup Info?=No, Train Twice?=Yes2025.08 | 6.1 | |
| UW2025.08 | 12.7 | |
| UWGroup Info?=Yes, Train Twice?=No2025.08 | 12.7 | |
| DFR2025.08 | 14.2 | |
| DFRGroup Info?=Yes, Train Twice?=Yes2025.08 | 14.2 | |
| CnC2025.08 | 16.3 | |
| CnCGroup Info?=No, Train Twice?=Yes2025.08 | 16.3 | |
| GroupDRO2025.08 | 28 | |
| GroupDROGroup Info?=Yes, Train Twice?=No2025.08 | 28 | |
| LfF2025.08 | 89.2 | |
| LfFGroup Info?=No, Train Twice?=No2025.08 | 89.2 | |
| GALS2025.08 | 126.7 | |
| GALSGroup Info?=No, Train Twice?=No2025.08 | 126.7 | |
| IRM2025.08 | 127.2 | |
| IRMGroup Info?=Yes, Train Twice?=No2025.08 | 127.2 | |
| CVaR DRO2025.08 | 154.6 | |
| CVaR DROGroup Info?=No, Train Twice?=No2025.08 | 154.6 | |
| ERM2025.08 | 245.9 | |
| ERMGroup Info?=No, Train Twice?=No2025.08 | 245.9 |