Image Classification on CIFAR10C 5% bias ratio unbiased (test)
59.66AccuracyBCSI
Evaluation results
| Method | Links | |
|---|---|---|
| BCSIBias Info=false, Initialization=SelecMix2024.11 | 59.66 | |
| GroupDROBias Info=true2024.11 | 57.32 | |
| SelecMixBias Info=false2024.11 | 54.86 | |
| DCWPBias Info=false2024.11 | 52.86 | |
| BCSIBias Info=false, Initialization=DFA2024.11 | 52.61 | |
| BCSIBias Info=false, Initialization=LfF2024.11 | 51.95 | |
| BCSIBias Info=false, Initialization=ERM2024.11 | 49.3 | |
| LfFBias Info=false2024.11 | 46.15 | |
| DFABias Info=false2024.11 | 44.99 | |
| ERMBias Info=false2024.11 | 40.24 | |
| BPABias Info=false2024.11 | 34.29 |