Image Classification on CMNIST 1% bias ratio unbiased (test)
95.35AccuracyBCSI
Evaluation results
| Method | Links | |
|---|---|---|
| BCSIBias Info=false, Initialization=SelecMix2024.11 | 95.35 | |
| SelecMixBias Info=false2024.11 | 94.51 | |
| BCSIBias Info=false, Initialization=LfF2024.11 | 94.1 | |
| BCSIBias Info=false, Initialization=DFA2024.11 | 92.85 | |
| GroupDROBias Info=true2024.11 | 90.5 | |
| DFABias Info=false2024.11 | 90.2 | |
| BCSIBias Info=false, Initialization=ERM2024.11 | 89.69 | |
| DCWPBias Info=false2024.11 | 89.68 | |
| LfFBias Info=false2024.11 | 89.5 | |
| BPABias Info=false2024.11 | 87.21 | |
| ERMBias Info=false2024.11 | 86.47 |