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Post-hoc Calibration on CIFAR-10 5000-sample half seed 42 (test)

0.0075ECE

BBQ

Updated 22d ago

Evaluation Results

Method	Links
BBQ 2026.05		0.0075	0.0127	0.324	0.15	0.0153	0
Conf + PredEntropy 2026.05		0.0085	0.009	0.299	0.146	0.0168	0
Vector Scaling 2026.05		0.0094	0.0106	0.288	0.142	0.0169	24
Classwise TS 2026.05		0.0098	0.0115	0.294	0.145	0.0182	0
Histogram Binning 2026.05		0.01	0.0099	0.323	0.15	0.0206	1
RCMMC 2026.05		0.01	0.0101	0.293	0.145	0.0195	0
AR-CondCal 2026.05		0.01	0.01	0.306	0.148	0.0194	0
SB-ECE TS 2026.05		0.0105	0.0109	0.295	0.145	0.0184	0
Isotonic Regression 2026.05		0.0108	0.0111	0.323	0.15	0.0195	1
Conf-only 2026.05		0.0109	0.0099	0.299	0.146	0.018	0
Temp. Scaling (TS) 2026.05		0.0111	0.0123	0.295	0.146	0.0198	0
Ensemble TS 2026.05		0.0111	0.0123	0.295	0.146	0.0198	0
Parametric TS 2026.05		0.0113	0.0094	0.298	0.146	0.0179	0
No calibration 2026.05		0.1514	0.1514	0.427	0.175	0.1581	0