Out-of-distribution Detection on FMNIST EMNIST train (test)
71.5AUROCDIMS
Evaluation results
| Method | Links | |
|---|---|---|
| DIMSBackbone=LeNet, Hessian Approximation=low-rank, Parameter samples=100, friction coefficient=0.52026.05 | 71.5 | |
| RLABackbone=LeNet, Hessian Approximation=low-rank, Parameter samples=1002026.05 | 55.6 | |
| LABackbone=LeNet, Hessian Approximation=low-rank, Parameter samples=1002026.05 | 43.2 | |
| LINLABackbone=LeNet, Hessian Approximation=low-rank, Parameter samples=1002026.05 | 42.7 |