Out-of-Distribution Detection on Food-101 (test) benchmark leaderboard · SOTA2 Research

Out-of-Distribution Detection on Food-101 (test)

1.31iNaturalist FPR95Energy

Evaluation Results

Method	Links
Energy2026.01		1.31	99.7	0.22	99.94	0.61	99.86	8.59	98.07	2.68	99.39
MaxLogit2026.01		1.34	99.71	0.19	99.95	0.62	99.86	5.58	98.77	1.93	99.57
Ours+LLaVA2026.01		2	99.6	0.28	99.92	0.86	99.79	1.34	99.69	1.12	99.75
EOE+LLaVA2026.01		4.62	99	0.66	99.82	1.33	99.67	2.27	99.5	2.22	99.5
Ours+LLaVA2026.01		5.15	98.83	0.66	99.81	1.44	99.63	1.88	99.54	2.28	99.45
MCM2026.01		5.85	98.76	1.07	99.75	2.03	99.52	2.87	99.35	2.95	99.34
EOE+LLaVA2026.01		6.05	98.63	0.78	99.78	1.56	99.61	2.6	99.43	2.75	99.36