Image Classification on CIFAR10C 2% bias ratio unbiased (test)
52.7AccuracyBCSI
Evaluation results
| Method | Links | |
|---|---|---|
| BCSIBias Info=false, Initialization=SelecMix2024.11 | 52.7 | |
| SelecMixBias Info=false2024.11 | 47.54 | |
| GroupDROBias Info=true2024.11 | 45.81 | |
| BCSIBias Info=false, Initialization=LfF2024.11 | 43.36 | |
| BCSIBias Info=false, Initialization=DFA2024.11 | 42.8 | |
| DCWPBias Info=false2024.11 | 41.47 | |
| BCSIBias Info=false, Initialization=ERM2024.11 | 40.75 | |
| LfFBias Info=false2024.11 | 38.64 | |
| DFABias Info=false2024.11 | 37.96 | |
| ERMBias Info=false2024.11 | 28.99 | |
| BPABias Info=false2024.11 | 27.47 |