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Benchmarks
Image Classification on CIFAR-10-C brightness
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0.313
NLL
lowrank-KFAC
0.31176
0.32013
0.3285
0.33687
Feb 4, 2025
NLL
ECE
Brier Score
Updated 6d ago
Evaluation Results
Method
Method
Links
NLL
ECE
Brier Score
lowrank-KFAC
Subspace dimension (s)...
2025.02
0.313
3.5
0.145
lowrank-Diagonal
Subspace dimension (s)...
2025.02
0.34
4.4
0.149
subset-M.
Subspace dimension (s)...
2025.02
0.34
4.4
0.149
subset-SWAG
Subspace dimension (s)...
2025.02
0.34
4.5
0.149
subset-Diagonal
Subspace dimension (s)...
2025.02
0.344
4.6
0.149
MAP estimate (theta_hat)
2025.02
0.344
4.6
0.149
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