OOD Detection on PAPILA (test)
87AUCDRUE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRUEBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 87 | 79 | |
| BNNBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 71 | 61 | |
| PostNet Alea.Backbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V2, Type=Aleatoric2026.01 | 65 | 49 | |
| MC DropoutBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 64 | 54 | |
| PostNet Epis.Backbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V2, Type=Epistemic2026.01 | 58 | 40 | |
| DECBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 52 | 46 | |
| EntropyBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 38 | 33 |