Out-of-Distribution Detection on CIFAR-10-LT vs CIFAR-100
76.52AUPRMoDEX
Evaluation results
| Method | Links | |
|---|---|---|
| MoDEXBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 76.52 | |
| F-EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 70.18 | |
| I-EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 69.19 | |
| EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 66.86 | |
| DAEDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 65.31 | |
| R-EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 64.2 | |
| Re-EDLBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 62.51 | |
| DropoutBackbone=VGG-16, Imbalance Ratio (rho)=0.012026.05 | 54.17 |