Out-of-Distribution Detection on MNIST (ID) vs FashionMNIST (OOD)
35.73OOD CoverageEDL++
Evaluation results
| Method | Links | |
|---|---|---|
| EDL++Inference Method=MC2025.06 | 35.73 | |
| EMM2025.06 | 31.87 | |
| Standard Network2025.06 | 24.89 | |
| EDL-Head2025.06 | 22.51 | |
| ABNN2025.06 | 18.23 | |
| MC-Dropout2025.06 | 12.82 | |
| C-EDLInference Method=MC2025.06 | 5.8 | |
| EDL++Inference Method=Meta2025.06 | 1.92 | |
| C-EDLInference Method=Meta2025.06 | 1.53 |