Image Classification on Fashion-MNIST (Accuracy, Calibration, and Uncertainty Metrics) benchmark leaderboard · SOTA2 Research

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

91.3AccuracylCBOpt-adapt

Evaluation Results

Method	Links
lCBOpt-adapt2025.11		91.3	99.8	0.252	0.02	0.129	91
IVON2025.11		91.1	99.9	0.258	0.013	0.132	90.4
uCBOpt-adapt2025.11		91	99.9	0.256	0.016	0.132	91
IVON@mean2025.11		90.7	99.9	0.267	0.018	0.136	90.6
uCBOpt2025.11		90.7	99.9	0.27	0.023	0.137	90.5
uCBOpt2025.11		90.5	99.8	0.269	0.02	0.138	90.8
AdamW2025.11		90	99.8	0.294	0.026	0.148	90.1
SWAG2025.11		90	99.9	0.342	0.043	0.153	89.9
MC-D2025.11		89.7	99.9	0.281	0.013	0.146	90.6
SGD2025.11		89.6	99.9	0.293	0.022	0.151	90.4
Laplace2025.11		89.5	99.9	0.295	0.024	0.152	90.2