Out-of-Distribution Detection on FMNIST train KMNIST (test)
77.9AUROCDIMS
Evaluation results
| Method | Links | |
|---|---|---|
| DIMSBackbone=LeNet, Hessian Approximation=low-rank, Parameter samples=100, friction coefficient=0.52026.05 | 77.9 | |
| RLABackbone=LeNet, Hessian Approximation=low-rank, Parameter samples=1002026.05 | 58.6 | |
| LABackbone=LeNet, Hessian Approximation=low-rank, Parameter samples=1002026.05 | 43.6 | |
| LINLABackbone=LeNet, Hessian Approximation=low-rank, Parameter samples=1002026.05 | 42.7 |