Classification on CIFAR-10 (F1, BS, NLL, ECE) benchmark leaderboard · SOTA2 Research

Classification on CIFAR-10 (F1, BS, NLL, ECE)

87.9F1 ScoreSNAP-UQ

Evaluation Results

Method	Links
SNAP-UQ2025.08		87.9	0.017	0.363	2.1
QUTE+2025.08		87.8	0.017	0.369	2.6
DEEP2025.08		87.7	0.017	0.365	1.5
MCD2025.08		86.7	0.019	0.396	1.7
QUTE2025.08		85.8	0.02	0.428	2.5
EE-ensemble2025.08		85.4	0.021	0.446	3.3
BASE2025.08		83.4	0.023	0.523	4.9
HYDRA2025.08		81.8	0.026	0.632	6.9