OOD Detection on ACRIMA (test)
99AUCDRUE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRUEBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 99 | 99 | |
| MC DropoutBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 85 | 80 | |
| BNNBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 71 | 70 | |
| PostNet Epis.Backbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V2, Type=Epistemic2026.01 | 70 | 66 | |
| DECBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 68 | 69 | |
| PostNet Alea.Backbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V2, Type=Aleatoric2026.01 | 57 | 50 | |
| EntropyBackbone=ResNet-18, In-distribution Dataset=Glaucoma-Light V22026.01 | 49 | 46 |