ResearchBenchmarksClassification on CIFAR-10 (F1, BS, NLL, ECE)Classification on CIFAR-10 (F1, BS, NLL, ECE)Follow87.9F1 ScoreSNAP-UQ81.55683.20384.8586.497Aug 18, 2025Evaluation resultsMethodMethodLinksF1 ScoreBrier Score (BS)Negative Log-Likelihood (NLL)Expected Calibration Error (ECE)SNAP-UQvariant=†variant=†2025.0887.90.0170.3632.1QUTE+2025.0887.80.0170.3692.6DEEP2025.0887.70.0170.3651.5MCD2025.0886.70.0190.3961.7QUTE2025.0885.80.020.4282.5EE-ensemble2025.0885.40.0210.4463.3BASE2025.0883.40.0230.5234.9HYDRA2025.0881.80.0260.6326.9