Out-of-Distribution Detection on CIFAR-10 LT (rho=0.01) (OOD: SVHN, CIFAR-100)
64.8AUPR (SVHN)DAPPr
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DAPPr2026.05 | 64.8 | 71.77 | |
| F-EDLBackbone=VGG-162025.10 | 62.56 | 70.18 | |
| F-EDL2026.05 | 62.56 | 70.18 | |
| I-EDLBackbone=VGG-162025.10 | 52.85 | 69.19 | |
| I-EDL2026.05 | 52.85 | 69.19 | |
| EDLBackbone=VGG-162025.10 | 51.99 | 66.86 | |
| EDL2026.05 | 51.99 | 66.86 | |
| DAEDLBackbone=VGG-162025.10 | 51.03 | 65.31 | |
| DAEDL2026.05 | 51.03 | 65.31 | |
| R-EDLBackbone=VGG-162025.10 | 48.71 | 64.2 | |
| R-EDL2026.05 | 48.71 | 64.2 | |
| DropoutBackbone=VGG-162025.10 | 33.33 | 54.17 | |
| MC Dropout2026.05 | 33.33 | 54.17 |