Image Classification on CIFAR-10-C brightness
0.313NLLlowrank-KFAC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| lowrank-KFACSubspace dimension (s)=2002025.02 | 0.313 | 3.5 | 0.145 | |
| lowrank-DiagonalSubspace dimension (s)=2002025.02 | 0.34 | 4.4 | 0.149 | |
| subset-M.Subspace dimension (s)=2002025.02 | 0.34 | 4.4 | 0.149 | |
| subset-SWAGSubspace dimension (s)=2002025.02 | 0.34 | 4.5 | 0.149 | |
| subset-DiagonalSubspace dimension (s)=2002025.02 | 0.344 | 4.6 | 0.149 | |
| MAP estimate (theta_hat)2025.02 | 0.344 | 4.6 | 0.149 |