Image Classification on CIFAR10C 0.5% bias ratio unbiased (test)
38.74AccuracyBCSI
Evaluation Results
| Method | Links | |
|---|---|---|
| BCSIBias Info=false, Initialization=SelecMix2024.11 | 38.74 | |
| SelecMixBias Info=false2024.11 | 37.63 | |
| GroupDROBias Info=true2024.11 | 33.44 | |
| DCWPBias Info=false2024.11 | 31.27 | |
| BCSIBias Info=false, Initialization=LfF2024.11 | 27.63 | |
| DFABias Info=false2024.11 | 27.13 | |
| BCSIBias Info=false, Initialization=ERM2024.11 | 26.61 | |
| BCSIBias Info=false, Initialization=DFA2024.11 | 25.66 | |
| BPABias Info=false2024.11 | 25.5 | |
| LfFBias Info=false2024.11 | 25.28 | |
| ERMBias Info=false2024.11 | 20.5 |