Misclassification Detection on CIFAR-10 LT
91.9Misclassification AUPRMoDEX
Evaluation results
| Method | Links | |
|---|---|---|
| MoDEXBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 91.9 | |
| F-EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 85.99 | |
| I-EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 84.1 | |
| Re-EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 83.4 | |
| EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 82.63 | |
| DAEDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 82.15 | |
| R-EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 78.34 | |
| DropoutBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 63.62 |