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Image Classification on Fashion-MNIST (Accuracy, Calibration, and Uncertainty Metrics)

91.3AccuracylCBOpt-adapt
89.42889.91490.490.886Nov 26, 2025

Evaluation results

MethodLinks
lCBOpt-adapt2025.1191.399.80.2520.020.12991
IVON2025.1191.199.90.2580.0130.13290.4
uCBOpt-adapt2025.119199.90.2560.0160.13291
IVON@mean2025.1190.799.90.2670.0180.13690.6
uCBOptϑ=8 ⋅ 10−62025.1190.799.90.270.0230.13790.5
uCBOptϑ=→ 0+2025.1190.599.80.2690.020.13890.8
AdamW2025.119099.80.2940.0260.14890.1
SWAG2025.119099.90.3420.0430.15389.9
MC-D2025.1189.799.90.2810.0130.14690.6
SGD2025.1189.699.90.2930.0220.15190.4
Laplace2025.1189.599.90.2950.0240.15290.2