Image Classification on Waterbirds 100%
16Accuracy Variance across GroupsSupER
Evaluation Results
| Method | Links | |
|---|---|---|
| SupER2025.08 | 16 | |
| SupERGroup Info?=No, Train Twice?=No2025.08 | 16 | |
| CnC2025.08 | 347.6 | |
| CnCGroup Info?=No, Train Twice?=Yes2025.08 | 347.6 | |
| JTT2025.08 | 405 | |
| JTTGroup Info?=No, Train Twice?=Yes2025.08 | 405 | |
| LfF2025.08 | 442.1 | |
| LfFGroup Info?=No, Train Twice?=No2025.08 | 442.1 | |
| IRM2025.08 | 479.8 | |
| IRMGroup Info?=Yes, Train Twice?=No2025.08 | 479.8 | |
| GroupDRO2025.08 | 495.1 | |
| GroupDROGroup Info?=Yes, Train Twice?=No2025.08 | 495.1 | |
| GALS2025.08 | 516.5 | |
| GALSGroup Info?=No, Train Twice?=No2025.08 | 516.5 | |
| CVaR DRO2025.08 | 528.8 | |
| CVaR DROGroup Info?=No, Train Twice?=No2025.08 | 528.8 | |
| UW2025.08 | 536.2 | |
| UWGroup Info?=Yes, Train Twice?=No2025.08 | 536.2 | |
| DFR2025.08 | 573 | |
| DFRGroup Info?=Yes, Train Twice?=Yes2025.08 | 573 | |
| ERM2025.08 | 778.1 | |
| ERMGroup Info?=No, Train Twice?=No2025.08 | 778.1 |