Image Classification on BFFHQ 0.5% bias ratio unbiased (test)
65.8Accuracy (Minority)BCSI
Evaluation Results
| Method | Links | |
|---|---|---|
| BCSIBias Info=false, Initialization=SelecMix2024.11 | 65.8 | |
| SelecMixBias Info=false2024.11 | 63.07 | |
| DCWPBias Info=false2024.11 | 57.33 | |
| BCSIBias Info=false, Initialization=LfF2024.11 | 57.13 | |
| BCSIBias Info=false, Initialization=DFA2024.11 | 56.6 | |
| BCSIBias Info=false, Initialization=ERM2024.11 | 56 | |
| LfFBias Info=false2024.11 | 55.33 | |
| GroupDROBias Info=true2024.11 | 54.8 | |
| ERMBias Info=false2024.11 | 53.53 | |
| DFABias Info=false2024.11 | 52.07 | |
| BPABias Info=false2024.11 | 51.4 |