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Benchmarks
Model Calibration on CIFAR-10, CIFAR-100, and SVHN
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1.77
Average ECE
BalCAL
1.4232
3.7641
6.105
8.4459
Apr 14, 2025
Average ECE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average ECE
BalCAL
Backbone=WRN-28-10
2025.04
1.77
VTST
Backbone=WRN-28-10
2025.04
3.11
TST
Backbone=WRN-28-10
2025.04
3.23
Mixup
Backbone=WRN-28-10
2025.04
3.61
LS
Backbone=WRN-28-10
2025.04
4.2
MIT
Backbone=WRN-28-10
2025.04
5.09
FLSD
Backbone=WRN-28-10
2025.04
5.65
FL
Backbone=WRN-28-10
2025.04
5.83
CPC
Backbone=WRN-28-10
2025.04
6.81
ACLS
Backbone=WRN-28-10
2025.04
7.18
PLP
Backbone=WRN-28-10
2025.04
7.37
MMCE
Backbone=WRN-28-10
2025.04
7.69
Vanilla
Backbone=WRN-28-10
2025.04
10.44
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