Out-of-Distribution Detection on CIFAR-100 ID vs SVHN TinyImageNet OOD
77.9AUPR (SVHN)MoDEX
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MoDEXBackbone=ResNet-18, Uncertainty Type=epistemic2026.05 | 77.9 | 81.76 | |
| F-EDLBackbone=ResNet-18, Uncertainty Type=epistemic2026.05 | 75.35 | 80.58 | |
| DAEDLBackbone=ResNet-18, Uncertainty Type=epistemic2026.05 | 72.07 | 77.4 | |
| DropoutBackbone=ResNet-18, Uncertainty Type=epistemic2026.05 | 71.83 | 74.93 | |
| Re-EDLBackbone=ResNet-18, Uncertainty Type=epistemic2026.05 | 68.37 | 76.87 | |
| I-EDLBackbone=ResNet-18, Uncertainty Type=epistemic2026.05 | 67.51 | 75.86 | |
| R-EDLBackbone=ResNet-18, Uncertainty Type=epistemic2026.05 | 61.8 | 69.78 | |
| EDLBackbone=ResNet-18, Uncertainty Type=epistemic2026.05 | 56.21 | 70.13 |