Image Classification on CMNIST 5% bias ratio unbiased (test)
98.13AccuracyBCSI
Evaluation Results
| Method | Links | |
|---|---|---|
| BCSIBias Info=false, Initialization=SelecMix2024.11 | 98.13 | |
| SelecMixBias Info=false2024.11 | 98.09 | |
| GroupDROBias Info=true2024.11 | 97.54 | |
| BCSIBias Info=false, Initialization=DFA2024.11 | 97.52 | |
| BPABias Info=false2024.11 | 97.13 | |
| BCSIBias Info=false, Initialization=ERM2024.11 | 96.79 | |
| ERMBias Info=false2024.11 | 96.28 | |
| BCSIBias Info=false, Initialization=LfF2024.11 | 95.59 | |
| DCWPBias Info=false2024.11 | 95.17 | |
| DFABias Info=false2024.11 | 94.33 | |
| LfFBias Info=false2024.11 | 94.3 |