Image Classification on CMNIST 2% bias ratio unbiased (test)
97.15AccuracyBCSI
Evaluation Results
| Method | Links | |
|---|---|---|
| BCSIBias Info=false, Initialization=SelecMix2024.11 | 97.15 | |
| SelecMixBias Info=false2024.11 | 95.75 | |
| BCSIBias Info=false, Initialization=DFA2024.11 | 95.67 | |
| BCSIBias Info=false, Initialization=ERM2024.11 | 95.08 | |
| GroupDROBias Info=true2024.11 | 94.89 | |
| ERMBias Info=false2024.11 | 93.87 | |
| BCSIBias Info=false, Initialization=LfF2024.11 | 92.95 | |
| DFABias Info=false2024.11 | 92.31 | |
| BPABias Info=false2024.11 | 89.42 | |
| DCWPBias Info=false2024.11 | 89.42 | |
| LfFBias Info=false2024.11 | 85.74 |