Out-of-Distribution Detection on FashionMNIST (ID) vs SVHN (OoD)
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 | 76 | |
| SCODModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 68 | |
| LLAModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 67 | |
| LEModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 67 | |
| LE-HModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 66 | |
| LLA-DModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 55 | |
| SWAGModel Architecture=LeNet, Parameters (p)=40K, Memory Budget=3p2024.09 | 46 |