Removing Biases on CIFAR-5
22.67Test Error (mean)CF-k
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CF-kArchitecture=All-CNN, Scale=Small-scale2023.02 | 22.67 | 1.55 | 0 | 0 | 0 | 0 | |
| FinetuneArchitecture=All-CNN, Scale=Small-scale2023.02 | 23.48 | 1.91 | 4 | 9 | 0 | 0 | |
| SCRUBArchitecture=All-CNN, Scale=Small-scale2023.02 | 23.88 | 1.78 | 8 | 12 | 40.8 | 8.2 | |
| OriginalArchitecture=All-CNN, Scale=Small-scale2023.02 | 24.08 | 1.86 | 17 | 38 | 0 | 0 | |
| NTKArchitecture=All-CNN, Scale=Small-scale2023.02 | 24.16 | 1.77 | 17 | 38 | 13.6 | 8.29 | |
| RetrainArchitecture=All-CNN, Scale=Small-scale2023.02 | 24.36 | 1.61 | 13 | 28 | 28.8 | 9.12 | |
| EU-kArchitecture=All-CNN, Scale=Small-scale2023.02 | 25.87 | 0.64 | 323 | 169 | 8 | 6.93 | |
| Bad-TArchitecture=All-CNN, Scale=Small-scale2023.02 | 25.87 | 1.8 | 968 | 45 | 10.67 | 4.99 | |
| NegGrad+Architecture=All-CNN, Scale=Small-scale2023.02 | 26.07 | 1.21 | 56 | 49 | 36 | 10.58 | |
| FisherArchitecture=All-CNN, Scale=Small-scale2023.02 | 42.64 | 6.56 | 3,183 | 1,047 | 15.2 | 16.83 |