Image Classification on CIFAR-10-C gaussian blur
0.341NLLlowrank-KFAC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| lowrank-KFACSubspace dimension (s)=2002025.02 | 0.341 | 2.2 | 16.4 | |
| subset-M.Subspace dimension (s)=2002025.02 | 0.352 | 3.1 | 16.5 | |
| lowrank-DiagonalSubspace dimension (s)=2002025.02 | 0.353 | 3.1 | 16.5 | |
| subset-SWAGSubspace dimension (s)=2002025.02 | 0.353 | 3.1 | 16.5 | |
| subset-DiagonalSubspace dimension (s)=2002025.02 | 0.354 | 3.2 | 16.6 | |
| MAP estimate (theta_hat)2025.02 | 0.354 | 3.2 | 16.6 |