Out-of-Distribution Detection on FashionMNIST (ID) vs Rotation (avg)
79AUROCDeep Ensemble
Evaluation Results
| Method | Links | |
|---|---|---|
| Deep EnsembleModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 79 | |
| Sketched Lanczos UncertaintyModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 74 | |
| SCODModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 71 | |
| LLAModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 70 | |
| LEModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 70 | |
| LE-HModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 70 | |
| SWAGModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 70 | |
| LLA-DModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 61 |