Classification on MNIST (F1, NLL, ECE) benchmark leaderboard · SOTA2 Research

Classification on MNIST (F1, NLL, ECE)

94.6F1 ScoreSNAP-UQ

Evaluation Results

Method	Links
SNAP-UQ2025.08		94.6	0.008	0.202	1.6
QUTE2025.08		94.1	0.009	0.199	2.6
EE-ensemble2025.08		93.9	0.011	0.266	10.8
HYDRA2025.08		93.2	0.01	0.23	1.4
DEEP2025.08		93.1	0.01	0.227	3.4
BASE2025.08		91	0.013	0.292	1.4
MCD2025.08		88.6	0.018	0.382	7.1