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

Classification on TinyImageNet (F1, NLL, ECE)

0.436F1 ScoreSNAP-UQ

Evaluation Results

Method	Links
SNAP-UQ2025.08		0.436	0.003	2.61	0.03
EE-ensemble2025.08		0.43	0.003	2.534	0.032
DEEP2025.08		0.414	0.003	3.44	0.115
QUTE2025.08		0.395	0.004	3.7	0.282
QUTE+2025.08		0.381	0.003	2.757	0.122
HYDRA2025.08		0.376	0.004	3.964	0.328
BASE2025.08		0.351	0.004	5.337	0.416
MCD2025.08		0.332	0.003	2.844	0.061