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

91.3Accuracy

lCBOpt-adapt

Updated 13d ago

Evaluation Results

Method	Links
lCBOpt-adapt 2025.11		91.3	99.8	0.252	0.02	0.129	91
IVON 2025.11		91.1	99.9	0.258	0.013	0.132	90.4
uCBOpt-adapt 2025.11		91	99.9	0.256	0.016	0.132	91
IVON@mean 2025.11		90.7	99.9	0.267	0.018	0.136	90.6
uCBOpt 2025.11		90.7	99.9	0.27	0.023	0.137	90.5
uCBOpt 2025.11		90.5	99.8	0.269	0.02	0.138	90.8
AdamW 2025.11		90	99.8	0.294	0.026	0.148	90.1
SWAG 2025.11		90	99.9	0.342	0.043	0.153	89.9
MC-D 2025.11		89.7	99.9	0.281	0.013	0.146	90.6
SGD 2025.11		89.6	99.9	0.293	0.022	0.151	90.4
Laplace 2025.11		89.5	99.9	0.295	0.024	0.152	90.2