OOD detection on Diabetes Retinopathy Detection (DRD) 8 (test)
0.9344AUROCBNN-ARHT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BNN-ARHTArchitecture=LeNet2023.10 | 0.9344 | 0.9544 | |
| Kendall and GalArchitecture=LeNet, Reference=[19]2023.10 | 0.9106 | 0.9271 | |
| DetectronArchitecture=LeNet, Reference=[12], Number of runs=1002023.10 | 0.9074 | 0.46 | |
| DPNArchitecture=LeNet, Reference=[27]2023.10 | 0.6057 | 0.6532 | |
| Deep EnsemblesArchitecture=LeNet, Reference=[21], Ensemble Size=52023.10 | 0.5967 | 0.5658 | |
| MC DropoutArchitecture=LeNet, Reference=[10]2023.10 | 0.5952 | 0.6095 | |
| EDLArchitecture=LeNet, Reference=[32]2023.10 | 0.5301 | 0.5822 |