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Benchmarks
Image Classification on CIFAR-10 (Accuracy, F1, and Calibration Metrics)
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-0.3026
LPPD
DE
-0.304312
-0.292756
-0.2812
-0.269644
Feb 6, 2026
LPPD
Accuracy
F1 Score
Brier Score
NLL
AUROC
AURC
Updated 4d ago
Evaluation Results
Method
Method
Links
LPPD
Accuracy
F1 Score
Brier Score
NLL
AUROC
AURC
DE
Backbone=ResNet-18, Pa...
2026.02
-0.3026
89.95
89.38
0.1545
0.4507
99.34
1.61
SGHMC
Backbone=ResNet-18, Pa...
2026.02
-0.2908
91.04
91.03
0.1389
0.4942
99.49
1.27
cSGLD
Backbone=ResNet-18, Pa...
2026.02
-0.2794
91.32
91.31
0.1341
0.4952
99.53
1.16
SMILE
Backbone=ResNet-18, Pa...
2026.02
-0.2763
91.01
91
0.1344
0.4071
99.51
1.22
pSMILE
Backbone=ResNet-18, Pa...
2026.02
-0.2598
91.35
91.34
0.1264
0.39
99.54
1.13
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