Uncertainty Quantification on FashionMNIST
0.248NLLlowrank-KFAC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| lowrank-KFACs=1202025.02 | 0.248 | 1 | 0.128 | |
| lowrank-KFACs=2302025.02 | 0.248 | 1.2 | 0.129 | |
| lowrank-KFACSubspace size (s)=1202025.02 | 0.248 | 1 | 0.128 | |
| lowrank-KFACs=4502025.02 | 0.249 | 1.3 | 0.129 | |
| lowrank-KFACs=6702025.02 | 0.249 | 1.5 | 0.129 | |
| lowrank-KFACSubspace size (s)=4502025.02 | 0.249 | 1.3 | 0.129 | |
| lowrank-KFACs=10002025.02 | 0.25 | 1.6 | 0.129 | |
| lowrank-D.s=10002025.02 | 0.273 | 3.3 | 0.133 | |
| lowrank-D.s=6702025.02 | 0.278 | 3.5 | 0.134 | |
| lowrank-D.s=4502025.02 | 0.282 | 3.7 | 0.134 | |
| lowrank-DiagonalSubspace size (s)=4502025.02 | 0.282 | 3.7 | 0.134 | |
| subset-M.s=10002025.02 | 0.283 | 3.8 | 0.134 | |
| subset-SWAGs=10002025.02 | 0.283 | 3.8 | 0.134 | |
| lowrank-D.s=2302025.02 | 0.286 | 3.9 | 0.134 | |
| subset-M.s=6702025.02 | 0.286 | 3.9 | 0.135 | |
| subset-SWAGs=6702025.02 | 0.286 | 3.9 | 0.135 | |
| subset-D.s=10002025.02 | 0.286 | 3.8 | 0.135 | |
| subset-M.s=4502025.02 | 0.288 | 3.9 | 0.135 | |
| subset-SWAGs=4502025.02 | 0.288 | 3.9 | 0.135 | |
| subset-D.s=6702025.02 | 0.288 | 3.9 | 0.135 | |
| subset-M.Subspace size (s)=4502025.02 | 0.288 | 3.9 | 0.135 | |
| subset-SWAGSubspace size (s)=4502025.02 | 0.288 | 3.9 | 0.135 | |
| lowrank-D.s=1202025.02 | 0.289 | 3.9 | 0.135 | |
| lowrank-DiagonalSubspace size (s)=1202025.02 | 0.289 | 3.9 | 0.135 | |
| subset-M.s=2302025.02 | 0.29 | 4 | 0.135 | |
| subset-SWAGs=2302025.02 | 0.29 | 4 | 0.135 | |
| subset-D.s=4502025.02 | 0.29 | 4 | 0.135 | |
| subset-DiagonalSubspace size (s)=4502025.02 | 0.29 | 4 | 0.135 | |
| subset-D.s=2302025.02 | 0.291 | 4 | 0.135 | |
| subset-D.s=1202025.02 | 0.292 | 4 | 0.135 | |
| subset-M.s=1202025.02 | 0.292 | 4 | 0.135 | |
| subset-SWAGs=1202025.02 | 0.292 | 4 | 0.135 | |
| subset-DiagonalSubspace size (s)=1202025.02 | 0.292 | 4 | 0.135 | |
| subset-M.Subspace size (s)=1202025.02 | 0.292 | 4 | 0.135 | |
| subset-SWAGSubspace size (s)=1202025.02 | 0.292 | 4 | 0.135 | |
| θ̂s=1202025.02 | 0.293 | 4.1 | 0.135 | |
| θ̂s=2302025.02 | 0.293 | 4.1 | 0.135 | |
| θ̂s=4502025.02 | 0.293 | 4.1 | 0.135 | |
| θ̂s=6702025.02 | 0.293 | 4.1 | 0.135 | |
| θ̂s=10002025.02 | 0.293 | 4.1 | 0.135 | |
| θ̂Subspace size (s)=1202025.02 | 0.293 | 4.1 | 0.135 | |
| θ̂Subspace size (s)=4502025.02 | 0.293 | 4.1 | 0.135 |