Image Classification on CIFAR10C 1% bias ratio unbiased (test)
46.18AccuracyBCSI
Evaluation Results
| Method | Links | |
|---|---|---|
| BCSIBias Info=false, Initialization=SelecMix2024.11 | 46.18 | |
| SelecMixBias Info=false2024.11 | 40.14 | |
| GroupDROBias Info=true2024.11 | 38.3 | |
| BCSIBias Info=false, Initialization=LfF2024.11 | 35.29 | |
| DCWPBias Info=false2024.11 | 34.87 | |
| BCSIBias Info=false, Initialization=DFA2024.11 | 33.53 | |
| BCSIBias Info=false, Initialization=ERM2024.11 | 33.47 | |
| DFABias Info=false2024.11 | 31.26 | |
| LfFBias Info=false2024.11 | 31.15 | |
| BPABias Info=false2024.11 | 26.86 | |
| ERMBias Info=false2024.11 | 24.91 |