Out-of-Distribution Detection on CIFAR-10 LT (ρ=0.1) (OOD: SVHN, CIFAR-100)
86.6AUPR (SVHN OOD)MoDEX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoDEX2026.05 | 86.6 | 84.22 | |
| DAPPr2026.05 | 85.63 | 84.32 | |
| F-EDLBackbone=VGG-162025.10 | 85.36 | 83.64 | |
| F-EDL2026.05 | 85.36 | 83.64 | |
| F-EDL2026.05 | 85.36 | 83.64 | |
| I-EDLBackbone=VGG-162025.10 | 79.83 | 83.5 | |
| I-EDL2026.05 | 79.83 | 83.5 | |
| I-EDL2026.05 | 79.83 | 83.5 | |
| EDLBackbone=VGG-162025.10 | 72.18 | 80.09 | |
| EDL2026.05 | 72.18 | 80.09 | |
| EDL2026.05 | 72.18 | 80.09 | |
| DAEDLBackbone=VGG-162025.10 | 69.4 | 74.56 | |
| DAEDL2026.05 | 69.4 | 74.56 | |
| DAEDL2026.05 | 69.4 | 74.56 | |
| R-EDLBackbone=VGG-162025.10 | 60.58 | 69.53 | |
| R-EDL2026.05 | 60.58 | 69.53 | |
| R-EDL2026.05 | 60.58 | 69.53 | |
| Re-EDL2026.05 | 59.08 | 72.37 | |
| DropoutBackbone=VGG-162025.10 | 37.37 | 61.18 | |
| MC Dropout2026.05 | 37.37 | 61.18 | |
| Dropout2026.05 | 37.37 | 61.18 |